Triple

T9913963
Position Surface form Disambiguated ID Type / Status
Subject Dónal Lunny E185819 entity
Predicate associatedAct P37 FINISHED
Object Liam O’Flynn
Liam O’Flynn was a renowned Irish uilleann piper and founding member of the influential traditional music group Planxty.
E829676 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 O’Flynn | Statement: [Dónal Lunny, associatedAct, Liam O’Flynn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam O’Flynn
Context triple: [Dónal Lunny, associatedAct, Liam O’Flynn]
  • A. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • B. Liam O’Connor
    Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
  • C. Liam Mullan
    Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
  • D. Liam O'Donnell
    Liam O'Donnell is a filmmaker and screenwriter best known for co-writing and directing the science fiction alien-invasion film series that began with "Skyline."
  • E. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • 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 O’Flynn
Triple: [Dónal Lunny, associatedAct, Liam O’Flynn]
Generated description
Liam O’Flynn was a renowned Irish uilleann piper and founding member of the influential traditional music group Planxty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam O’Flynn
Target entity description: Liam O’Flynn was a renowned Irish uilleann piper and founding member of the influential traditional music group Planxty.
  • A. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • B. Liam O’Connor
    Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
  • C. Liam Mullan
    Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
  • D. Liam O'Donnell
    Liam O'Donnell is a filmmaker and screenwriter best known for co-writing and directing the science fiction alien-invasion film series that began with "Skyline."
  • E. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • 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_69ca829b45f481909040f7b99a1976ed completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb53ba1ac8190ba655133b81596d7 completed April 2, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20dd82edc8190b405a3969864af77 completed April 5, 2026, 7:23 a.m.
NEDg Description generation batch_69d20ed1f69c819099faa881a9a4368d completed April 5, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69d212e3b864819092b8464f5a5ab696 completed April 5, 2026, 7:44 a.m.
Created at: March 30, 2026, 8:41 p.m.