Triple
T14178139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodbyes |
E351383
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Billy Walsh
Billy Walsh is a screenwriter best known for his work on the British teen drama series "Skins."
|
E1108876
|
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: Billy Walsh | Statement: [Goodbyes, writer, Billy Walsh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Walsh Context triple: [Goodbyes, writer, Billy Walsh]
-
A.
Billy Walsh
Billy Walsh is a songwriter best known for co-writing the hit song "Die For You."
-
B.
Brian O’Dowd
Brian O’Dowd is a television and film producer best known for his work as an executive producer on the series "Nightingale."
-
C.
Greg Walsh
Greg Walsh is a music producer best known for his work on Tina Turner’s landmark album "Private Dancer."
-
D.
Brian Kavanagh
Brian Kavanagh is a film editor best known for his work on notable Australian and international films, including the drama "The Devil's Playground."
-
E.
Joe Gormley
Joe Gormley was a prominent British trade union leader who served as president of the National Union of Mineworkers during the 1970s, playing a major role in UK industrial relations.
- 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: Billy Walsh Triple: [Goodbyes, writer, Billy Walsh]
Generated description
Billy Walsh is a screenwriter best known for his work on the British teen drama series "Skins."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billy Walsh Target entity description: Billy Walsh is a screenwriter best known for his work on the British teen drama series "Skins."
-
A.
Billy Walsh
Billy Walsh is a songwriter best known for co-writing the hit song "Die For You."
-
B.
Brian O’Dowd
Brian O’Dowd is a television and film producer best known for his work as an executive producer on the series "Nightingale."
-
C.
Greg Walsh
Greg Walsh is a music producer best known for his work on Tina Turner’s landmark album "Private Dancer."
-
D.
Brian Kavanagh
Brian Kavanagh is a film editor best known for his work on notable Australian and international films, including the drama "The Devil's Playground."
-
E.
Joe Gormley
Joe Gormley was a prominent British trade union leader who served as president of the National Union of Mineworkers during the 1970s, playing a major role in UK industrial relations.
- 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_69d8278834a08190b0f1784e58d7b99c |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61c90abc8190a9b9dc1f50db59fa |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd949df6688190ac92f7e0945bce02 |
completed | May 8, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69fd9818cc6081908f2b628abd983973 |
completed | May 8, 2026, 8 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd98b320108190b7d4c43bfd4038fb |
completed | May 8, 2026, 8:02 a.m. |
Created at: April 10, 2026, 1:02 a.m.