Triple

T863163
Position Surface form Disambiguated ID Type / Status
Subject Irish National Liberation Army E18641 entity
Predicate foundedBy P104 FINISHED
Object Seamus Costello
Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
E160042 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: Seamus Costello | Statement: [Irish National Liberation Army, foundedBy, Seamus Costello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Seamus Costello
Context triple: [Irish National Liberation Army, foundedBy, Seamus Costello]
  • A. Darragh MacAnthony
    Darragh MacAnthony is an Irish businessman best known as the long-serving and outspoken owner and chairman of English football club Peterborough United.
  • B. 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.
  • C. Mark Durkan
    Mark Durkan is an Irish nationalist politician from Northern Ireland who served as leader of the SDLP and as Deputy First Minister in the Northern Ireland Executive.
  • D. Donal McLaughlin
    Donal McLaughlin was an American architect and industrial designer best known for creating the iconic emblem of the United Nations.
  • E. 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).
  • 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: Seamus Costello
Triple: [Irish National Liberation Army, foundedBy, Seamus Costello]
Generated description
Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Seamus Costello
Target entity description: Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
  • A. Darragh MacAnthony
    Darragh MacAnthony is an Irish businessman best known as the long-serving and outspoken owner and chairman of English football club Peterborough United.
  • B. 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.
  • C. Mark Durkan
    Mark Durkan is an Irish nationalist politician from Northern Ireland who served as leader of the SDLP and as Deputy First Minister in the Northern Ireland Executive.
  • D. Donal McLaughlin
    Donal McLaughlin was an American architect and industrial designer best known for creating the iconic emblem of the United Nations.
  • E. 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).
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac67d4d481909487d3edb3e46936 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69acddfa1d48819081538d6505fa062c completed March 8, 2026, 2:24 a.m.
NEDg Description generation batch_69acdeb04378819095c1589f948f49b9 completed March 8, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69acdf0f03a081909bbd05fc01a1b281 completed March 8, 2026, 2:29 a.m.
Created at: March 1, 2026, 7:39 p.m.