Triple
T21441265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heartbreaker |
E528943
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Geoff Gill
Geoff Gill is a songwriter best known for co-writing the hit song "Heartbreaker."
|
E1501783
|
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: Geoff Gill | Statement: [Heartbreaker, writer, Geoff Gill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geoff Gill Context triple: [Heartbreaker, writer, Geoff Gill]
-
A.
Geoff Greer
Geoff Greer is a software developer best known for creating and maintaining The Silver Searcher, a fast code-search tool popular among programmers.
-
B.
Geoff Pierson
Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
-
C.
Geoff Collins
Geoff Collins is an American football coach best known for his head coaching stints at Temple University and Georgia Tech, as well as his defensive coaching roles at several major college programs.
-
D.
Geoff Chunn
Geoff Chunn is a New Zealand musician best known as an early member and drummer of the art rock band Split Enz.
-
E.
Geoff Diehl
Geoff Diehl is an American Republican politician from Massachusetts who served in the state legislature and ran as his party’s nominee for U.S. Senate in 2018.
- 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: Geoff Gill Triple: [Heartbreaker, writer, Geoff Gill]
Generated description
Geoff Gill is a songwriter best known for co-writing the hit song "Heartbreaker."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geoff Gill Target entity description: Geoff Gill is a songwriter best known for co-writing the hit song "Heartbreaker."
-
A.
Geoff Greer
Geoff Greer is a software developer best known for creating and maintaining The Silver Searcher, a fast code-search tool popular among programmers.
-
B.
Geoff Pierson
Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
-
C.
Geoff Collins
Geoff Collins is an American football coach best known for his head coaching stints at Temple University and Georgia Tech, as well as his defensive coaching roles at several major college programs.
-
D.
Geoff Chunn
Geoff Chunn is a New Zealand musician best known as an early member and drummer of the art rock band Split Enz.
-
E.
Geoff Diehl
Geoff Diehl is an American Republican politician from Massachusetts who served in the state legislature and ran as his party’s nominee for U.S. Senate in 2018.
- 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_69e0c4569fa081908101baa24f8745db |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b7022a5081908d9ad5058cecb8e5 |
completed | April 22, 2026, 11:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a3e58b8cc8190aae4127f335725d5 |
completed | May 17, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_6a0a3f5813a081909f253f04ca218559 |
completed | May 17, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a400831d881909631e1accd5618f1 |
completed | May 17, 2026, 10:24 p.m. |
Created at: April 16, 2026, 6:05 p.m.