Triple
T12764053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emergency Manager of Flint |
E305072
|
entity |
| Predicate | hasOccupant |
P2911
|
FINISHED |
| Object |
Michael K. Brown
Michael K. Brown is a public official who served in the controversial role of emergency manager overseeing the financially distressed city of Flint, Michigan.
|
E1003259
|
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: Michael K. Brown | Statement: [Emergency Manager of Flint, hasOccupant, Michael K. Brown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael K. Brown Context triple: [Emergency Manager of Flint, hasOccupant, Michael K. Brown]
-
A.
Christopher R. S. Brown
Christopher R. S. Brown is a British art historian and museum curator known for his scholarship on Dutch and Flemish painting and his leadership roles in major art institutions.
-
B.
Michael Nouri
Michael Nouri is an American actor best known for his roles in films like "Flashdance" and numerous television series, including "NCIS" and "Damages."
-
C.
Michael Gaeta
Michael Gaeta is a film producer best known for his work on genre movies, including the 2011 remake of the horror-comedy "Fright Night."
-
D.
Kent Beyda
Kent Beyda is a film editor best known for his work on major studio comedies and family films, including the 2002 live-action Scooby-Doo movie.
-
E.
Douglas Urbanski
Douglas Urbanski is an American film and theater producer and talent manager best known for his long-time collaboration with actor Gary Oldman on various critically acclaimed projects.
- 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: Michael K. Brown Triple: [Emergency Manager of Flint, hasOccupant, Michael K. Brown]
Generated description
Michael K. Brown is a public official who served in the controversial role of emergency manager overseeing the financially distressed city of Flint, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael K. Brown Target entity description: Michael K. Brown is a public official who served in the controversial role of emergency manager overseeing the financially distressed city of Flint, Michigan.
-
A.
Christopher R. S. Brown
Christopher R. S. Brown is a British art historian and museum curator known for his scholarship on Dutch and Flemish painting and his leadership roles in major art institutions.
-
B.
Michael Nouri
Michael Nouri is an American actor best known for his roles in films like "Flashdance" and numerous television series, including "NCIS" and "Damages."
-
C.
Michael Gaeta
Michael Gaeta is a film producer best known for his work on genre movies, including the 2011 remake of the horror-comedy "Fright Night."
-
D.
Kent Beyda
Kent Beyda is a film editor best known for his work on major studio comedies and family films, including the 2002 live-action Scooby-Doo movie.
-
E.
Douglas Urbanski
Douglas Urbanski is an American film and theater producer and talent manager best known for his long-time collaboration with actor Gary Oldman on various critically acclaimed projects.
- 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_69f684f298f881908ad77f2d0ab588a8 |
completed | May 2, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_69f685dc63f48190bb68f9859e99e3b4 |
completed | May 2, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68a92226881909600555332c2c370 |
completed | May 2, 2026, 11:36 p.m. |
Created at: April 9, 2026, 5:28 p.m.