Triple
T6650432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Certain Ratio |
E150804
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Liam Mullan
Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
|
E610974
|
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 Mullan | Statement: [A Certain Ratio, member, Liam Mullan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liam Mullan Context triple: [A Certain Ratio, member, Liam Mullan]
-
A.
Liam Lonergan
Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Liam McHugh
Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
- 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 Mullan Triple: [A Certain Ratio, member, Liam Mullan]
Generated description
Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liam Mullan Target entity description: Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
-
A.
Liam Lonergan
Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Liam McHugh
Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
- 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_69c687f2c9508190a60b9aad31d3f358 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b04408508190a87a669b32364368 |
completed | March 27, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f79642508190a2e3810e347f2e93 |
completed | March 27, 2026, 9:33 p.m. |
| NEDg | Description generation | batch_69c6f8946b2c8190b18edff8523cf565 |
completed | March 27, 2026, 9:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f96c215081909e9d7a6e0a811f18 |
completed | March 27, 2026, 9:41 p.m. |
Created at: March 27, 2026, 2:01 p.m.