Triple
T12764449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mayor of Flint, Michigan |
E305081
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Matthew S. Collier
Matthew S. Collier is an American politician and former U.S. Army officer who served as mayor of Flint, Michigan, during the late 1980s and early 1990s.
|
E1018570
|
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: Matthew S. Collier | Statement: [Mayor of Flint, Michigan, officeHolder, Matthew S. Collier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew S. Collier Context triple: [Mayor of Flint, Michigan, officeHolder, Matthew S. Collier]
-
A.
Grant Collier
Grant Collier is a video game developer best known as a co-founder of Infinity Ward and a key figure behind the early Call of Duty series.
-
B.
Matthew B. Roberts
Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
-
C.
Matthew E. Peters
Matthew E. Peters is a computer scientist and researcher known for co-developing the ELMo deep contextualized word representation model in natural language processing.
-
D.
W. Blake Herron
W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
-
E.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
- 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: Matthew S. Collier Triple: [Mayor of Flint, Michigan, officeHolder, Matthew S. Collier]
Generated description
Matthew S. Collier is an American politician and former U.S. Army officer who served as mayor of Flint, Michigan, during the late 1980s and early 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew S. Collier Target entity description: Matthew S. Collier is an American politician and former U.S. Army officer who served as mayor of Flint, Michigan, during the late 1980s and early 1990s.
-
A.
Grant Collier
Grant Collier is a video game developer best known as a co-founder of Infinity Ward and a key figure behind the early Call of Duty series.
-
B.
Matthew B. Roberts
Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
-
C.
Matthew E. Peters
Matthew E. Peters is a computer scientist and researcher known for co-developing the ELMo deep contextualized word representation model in natural language processing.
-
D.
W. Blake Herron
W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
-
E.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
- 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96d8f9f588190bffdea878856204b |
completed | April 10, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbb735e481909f120f95fa68f4f1 |
completed | May 3, 2026, 4:14 a.m. |
| NEDg | Description generation | batch_69f6ce1f52388190935be76122890d63 |
completed | May 3, 2026, 4:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ceafcca88190bcd65be3c4440987 |
completed | May 3, 2026, 4:27 a.m. |
Created at: April 9, 2026, 5:28 p.m.