The Empty Column: The Indian Athletics Result That Was Never Filed

The file opened and it had nine sections. Every section had a table, every table had rows, and in front of every row was the same word — N/A. No name. No event. No mark. No venue. What stung most was not the emptiness but its tidiness. The risk matrix had fourteen rows and all fourteen said: assessment not possible. Nobody had hidden a mistake. Nobody had inflated a mark. In one place, where a result should have been, a clean, well-formatted blank had been placed — with a header, a sub-header, and table borders.

On my notebook shelf there is a whole row of such empty columns. A Federation Cup 400m hurdles result sheet with the wind box blank, because nobody had the habit of filling it in for hurdles. A district meet PDF that was taken off the site after a protest and now sits in no folder at all. A stopwatch in a coach's pocket holding four 200m splits for a 400m race that never reached paper. A number is a story that has not found its witness yet — and sometimes the witness's chair is simply left vacant.

The blankness of that file was not a story about athletics. It was the story of athletics.

Context: How a result is made, and how it falls

India's athletics season opens in March with the Federation Cup, moves to the Inter-State meet in April-May, then the state meets, then the National Games or the Khelo India Youth Games, and finally the international calendar. On paper this is a clean structure. On the ground it is a calendar compressed into ten or twelve weeks, in which every meet needs its own budget, its own timing system, and its own official.

I have sat at the edge of these meets for twelve years. The stand is empty, sunlight falls on the tarpaulin, three officials sit behind a table, and a boy fifty metres away reads the result into a phone. If that boy's battery did not last, that day is in no record. I opened the notebook and the stadium started talking — but a stadium only talks when someone is sitting there to listen.

For a result to be "filed" you need at least four things. First, electronic timing — a hand-timed mark cannot count for a national record. Second, an anemometer in sprints, hurdles and jumps, because under World Athletics rules a record stands only if the tailwind does not exceed +2.0 metres per second. Third, electronic distance measurement or a certified tape in throws. And fourth — the most forgotten — the full entry list, so that we know which round it was, which heat, and how many athletes were on the ground that day.

Since 2026 the Target Olympic Podium Scheme, and since 2026 Khelo India, have thickened this paper structure further. Every mark now has to be placed in a list, written on a form, verified by an official. I do not complain about that — it is a better system, and it gives a financially weak athlete a route. My complaint is that where the system breaks there is no noise. A mark that was not filed and a mark that never happened sound exactly the same.

Here my most honest byline surfaces: my own personal best in the 400m hurdles was 57.2 seconds. P.T. Usha's 55.42 from Los Angeles 2026 was something I could recite from childhood, because the gap was exactly 1.78 seconds and I could repeat it to the hundredth. But 1.78 seconds is not one number. It is ten hurdles, four segments of a hundred metres, the angle of every landing. Usha's fourth place was lost to Cristieana Cojocaru by one-hundredth of a second. The day I understood that the hundredth was also a filed data point, my journalism changed. What is not filed can neither win nor lose. It simply disappears.

Core analysis: Five kinds of blankness

One: 'not examined' and 'examined and found clean' are not the same thing

The file in front of me had one great virtue: it said clearly, everywhere, insufficient information, assessment not possible. It never said "no risk found." That distinction is a matter of life in Indian athletics.

A district meet where not a single dope test was conducted is not a clean meet. It is an unexamined meet. Between clean and unexamined stands the whole anti-doping apparatus: the Athlete Biological Passport, the whereabouts obligation under which three missed tests in twelve months are themselves a violation. Global testing collapsed through 2026 and 2026 — any "clean" result from that period must be read as unread, not clean. The same applies to the Indian domestic circuit, where several state meets carry no testing budget at all.

I have a football example that transfers directly. At the 2026 ISL final at Sree Kanteerava in Bengaluru I coded shot quality for the whole match: Bengaluru FC, 2.4 xG from 18 shots; Chennaiyin, 1.1 from seven. Bengaluru lost 3-2. My model lost, because Chennaiyin's two goals came from set pieces, which sat outside my framework. That night I decided every piece would open with the number that contradicts the scoreline — and would also state where the model failed. Calling the unexamined clean is the same error in a different place.

Two: The pipeline breaks at the first door

Technically the most interesting thing in that report was that the point of failure was identifiable. Title, source, article type — all blank. That means the system never reached the entity-extraction stage. In athletics language: the result sheet arrived, but nothing on it said which meet, which day, which round.

You cannot use such a sheet. A 78-metre javelin throw with no meet name, no date, no wind reading, and no way of knowing whether it was a final or a qualifier is not a performance; it is a rumour. I have heard such "78 metres" many times, on WhatsApp, in a message forwarded by a coach, always without the name of the meet. And always the same question: which meet? which date? which wind? No answer comes, and three weeks later that 78 becomes "the star of the future" on page 14 of a newspaper.

This is why I treat four things as mandatory with every result: name, event, mark, and condition (wind or altitude or track). Without them a mark has no coordinate — you cannot say how far it is from the world record, from the Olympic qualifying standard, or from the world lead. Without a coordinate a number is only a word.

Three: Without splits, a 400m is a black box

India's biggest information loss in athletics happens in splits. If a 400m hurdles result is only 55.42 seconds, you have one digit and zero information. Where was that 55.42 built — 24.1 through the first 200 and 31.3 after, or 25.6 and 29.8? The first case is an athlete who went out fast and broke; the second is one who started slowly and won. The two demand completely different next months of training.

I saw this most clearly in 2026, when the entire ISL season was played across three empty Goa stadiums — Fatorda, Bambolim, Vasco. There was no crowd, so "momentum," my comfort proxy, vanished. Then I had to count real things: pressing triggers, rest-defence, and distance run without the ball. Mid-season the team switched to a back three and across eight matches its PPDA climbed from 8.9 to 14.2, it conceded eleven goals, and distance covered rose 4.3 kilometres per match. Pressing harder, winning less. I wrote nine pages; the head coach read two. Three venues, no crowd, and the data still sang — but nobody was there to hear it.

The same is true of splits in athletics. In no domestic Indian meet are the 200m intervals of a 400m or 800m made public. The direct consequence is that both coach and journalist work on guesswork. And when an athlete's 800m time improves by four seconds in one season, nobody can say whether the gain came in endurance or in race planning. The model is only as honest as its worst match — and without splits every match is the worst match.

Four: One mark is not a level

Three times that report repeated the warning: small-sample highlight. A single mark is not an athlete's stable level. I have a simple test — the progression-anomaly test. If a single year's jump in an athlete's year-by-year best exceeds roughly three times their historical annual average gain, that jump must be examined: wind, altitude, track, shoe, and the tier of the meet.

In India's junior circuit this shows up most in javelin and long jump. A junior throws 78 metres in April and 68 in June. The media writes the first; nobody remembers the second. Then there is the "training mark" problem — a mark made in practice, valid in no competition, circulating on social media as "close to the national record." In my notebook such training marks are written in a different colour, and they never appear in the first paragraph of a piece.

A technical point that is often missed: altitude. Venues above roughly 1000 metres assist sprints and jumps and penalise endurance races. A time in Bengaluru or Dharamshala and the same time in Chennai cannot be weighed on the same scale. And in road running, since 2026 World Athletics has capped sole thickness at 40 millimetres, because carbon-plated shoes had pushed times to a level that was the equipment's capacity, not the legs'. How rigorously that is checked at domestic meets I will not tell you, because I have never seen an official measuring a sole at a district meet.

Five: What is not filed does not become a wage

This is the part that angers me most, and the anger is at the structure, not the administration. In India the real contract in athletics is a job with the Railways, Services, police or a public-sector undertaking. There is no league and no annual prize money. So an athlete's career rests on a mark being made at a recognised meet and written on a certified sheet.

The reverse is equally true. A mark that was not filed will not count in a Railway clerk's promotion. It will not enter a state government's cash-award list. It will not touch a TOPS instalment. Record-keeping is not a clerical hobby; it is the wage. And the athlete who trains at four in the morning before a shift does not have the time to keep a copy of that sheet. The boy from a Panipat akhada, measured by imported biomechanics, does not have the money to have that sheet certified by a lawyer.

I have seen, more than once, two athletes produce an identical mark on the same day at the same meet, and their lives diverge over the next year — because one sheet reached the right office on time and the other did not. That is not a difference in performance. It is a difference in documentation. And documentation is a class question the federation will not tell.

Six: Page 14 is where the season stopped lying

January 2026. I hand-coded twelve hundred ISL minutes and built a percentile chart. A 24-year-old Chennaiyin winger landed in the 96th percentile for carries into the final third and the 71st for xG chain. I sent a 22-page report to four clubs. One analyst replied: "page 14 is interesting." Three weeks later Lallianzuala Chhangte joined Mumbai City and was league MVP in 2026-23 with 10 goals and 6 assists. Page 14 was where the season stopped lying — but nobody read it until it reached page one.

Translated to athletics: you must choose the one column you would save if the rest of the document were deleted. In Indian athletics that column is not the medal column. It is the entry list. How many athletes competed at a meet, of what ages, from which states, and how many were first-timers — that one column tells you the next five years. A single gold medal does not tell you how many are standing in the next row.

I watched the javelin final at Budapest 2026. Neeraj Chopra won gold with 88.17 metres, and there were three Indians in that final. That was the real story. Everyone was discussing the 90-metre line — that line is a habit, a headline. Three names in a final is a structure, a pipeline. The 90 metres is the question of a man who has already assumed there is something behind him.

Contrarian: The two easy ways to fill a blank

When a sheet comes back empty, a journalist has two tempting routes, and both are false.

The first: "no news means all is well." This is the exact error that report kept blocking — reading N/A as clean. In Indian athletics this route is common because it is comfortable. No tests at a meet does not mean the meet was clean. No splits do not mean the athlete's race planning is good. A record that was never filed was neither broken nor made. Blankness is not information; blankness is only blankness.

The second: "the federation is the problem." This is more popular and costs less effort. The trouble is that the sentence is true enough to have gone lazy. Assigning blame without showing the mechanism is not data journalism; it is a slogan. I have to show the mechanism first.

The mechanism is this. The calendar has gaps — there is no league, so all the meets are crammed into ten or twelve weeks and the other ten months are silence. Each federation has one or two data officials who are simultaneously reporting national camps. The TOPS paperwork demands a large share of an athlete's time — forms, certificates, verification — and that time comes out of competition. State award deadlines push athletes to chase certificates rather than meets. This is not a conspiracy; it is the shape of the incentives. When paper matters more and meets matter less, even a rational athlete will prioritise paper.

And a third, more honest route: my own. When I opened that file my first thought was to write a long piece about it, because writing about blankness is easy — the facts cannot be wrong. But that is a trap too. A piece about blankness that does not leave the reader feeling where the record-keeping stopped is part of the same disease. The report that wrote "assessment not possible" in every cell at least did not lie. That is rare in my profession.

I must also be clear that the lure of grand bylines is strong here. Milkha Singh's fourth at Rome 2026 in 45.6 seconds; Usha's 55.42 and that one-hundredth — these are the two safest bylines in this country. But I do not read them as an inheritance of glory. They are system data points: a machine that produced one 400m runner in four decades, and then did not produce a second. In the same way, the "curse" Tokyo 2026 broke came back as an 89.45-metre silver in Paris 2026 — the curse had not ended, it had changed costume. Arshad Nadeem set an Olympic record in that same final with 92.97 metres. That is a sentence that stops any "golden generation" slogan in its tracks.

Takeaway: Who will write it down next March

The warning is on record, and its highest level is the one I stated at the start: an analysis built on blankness can be read as "no risk." Until a source document's title is recovered, that analysis must be left exactly as it is — N/A, without hedging. That is the most basic honesty of the trade, and the least practised.

My suggestion begins with three things, none of which requires a budget. First, wind direction must be recorded as mandatory at every domestic meet — sprints, hurdles, all three jumps. Second, splits for the 400, 800 and 1500 must be public on the same day. Third, the entry list must never be deleted. The day those three columns become routine, every argument about Indian athletics changes — because then you can look at a season instead of a single mark.

The spreadsheet had a pulse before the crowd did, and it will keep pulsing after the crowd leaves. The only difference is whether someone sits down to write it. Next March, when the first heat of the Federation Cup goes off and there are eleven people in the stand, which of them will be recording the wind? And if nobody is, what name will we give that day four years from now — a result, or an empty column? I count what the terrace remembers and the table forgets. This time, I would like the table to forget less.