Triple
T2000119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Munich air disaster |
E43448
|
entity |
| Predicate | killedPerson |
P870
|
FINISHED |
| Object |
Liam Whelan
Liam Whelan was an Irish footballer who played as an inside forward for Manchester United and the Republic of Ireland before his life was tragically cut short in the Munich air disaster of 1958.
|
E223799
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Liam Whelan | Statement: [Munich air disaster, killedPerson, Liam Whelan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liam Whelan Context triple: [Munich air disaster, killedPerson, Liam Whelan]
-
A.
Kieran Doherty
Kieran Doherty was an Irish republican and Provisional IRA member who died on hunger strike in 1981 while serving as a Teachta Dála (member of the Irish parliament).
-
B.
Liam Lonergan
Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
-
C.
Liam Lynch
Liam Lynch was a prominent Irish republican military leader who served as chief of staff of the anti-Treaty IRA during the Irish Civil War.
-
D.
Liam Byrne
Liam Byrne is a British Labour Party politician who has served as Member of Parliament for Birmingham constituencies and held various ministerial roles in government.
-
E.
Ciarán Kelly
Ciarán Kelly is an Irish former professional football goalkeeper best known for his penalty-saving heroics with Sligo Rovers.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Liam Whelan Triple: [Munich air disaster, killedPerson, Liam Whelan]
Generated description
Liam Whelan was an Irish footballer who played as an inside forward for Manchester United and the Republic of Ireland before his life was tragically cut short in the Munich air disaster of 1958.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liam Whelan Target entity description: Liam Whelan was an Irish footballer who played as an inside forward for Manchester United and the Republic of Ireland before his life was tragically cut short in the Munich air disaster of 1958.
-
A.
Kieran Doherty
Kieran Doherty was an Irish republican and Provisional IRA member who died on hunger strike in 1981 while serving as a Teachta Dála (member of the Irish parliament).
-
B.
Liam Lonergan
Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
-
C.
Liam Lynch
Liam Lynch was a prominent Irish republican military leader who served as chief of staff of the anti-Treaty IRA during the Irish Civil War.
-
D.
Liam Byrne
Liam Byrne is a British Labour Party politician who has served as Member of Parliament for Birmingham constituencies and held various ministerial roles in government.
-
E.
Ciarán Kelly
Ciarán Kelly is an Irish former professional football goalkeeper best known for his penalty-saving heroics with Sligo Rovers.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a88715dbbc8190b2299e29e955d997 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abbdbe35688190ab99620859e071c6 |
completed | March 7, 2026, 5:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae034122ec819096a72685b34c84b9 |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae03b5e294819093b20fdc95f653db |
completed | March 8, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0475dd448190939620c5400eea16 |
completed | March 8, 2026, 11:21 p.m. |
Created at: March 4, 2026, 7:37 p.m.