Triple
T12764055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emergency Manager of Flint |
E305072
|
entity |
| Predicate | hasOccupant |
P2911
|
FINISHED |
| Object |
Darnell Earley
Darnell Earley is an American public administrator best known for his controversial role overseeing Flint, Michigan, during the period leading up to the city's water crisis.
|
E1005400
|
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: Darnell Earley | Statement: [Emergency Manager of Flint, hasOccupant, Darnell Earley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darnell Earley Context triple: [Emergency Manager of Flint, hasOccupant, Darnell Earley]
-
A.
Darnell Scott
Darnell Scott is a music producer best known for his work on The Notorious B.I.G.’s landmark debut album "Ready to Die."
-
B.
Darnell Williams
Darnell Williams is an American actor best known for his long-running role as Jesse Hubbard on the soap opera "All My Children."
-
C.
Darnell Dalton
Darnell Dalton is a songwriter best known for contributing to the track "Drop the World."
-
D.
Darnell Donerson
Darnell Donerson was the mother of singer and actress Jennifer Hudson, tragically known for her murder in 2008.
-
E.
Akeem Browder
Akeem Browder is an American activist and advocate for criminal justice reform, known for his work following the wrongful incarceration and tragic death of his younger brother, Kalief Browder.
- 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: Darnell Earley Triple: [Emergency Manager of Flint, hasOccupant, Darnell Earley]
Generated description
Darnell Earley is an American public administrator best known for his controversial role overseeing Flint, Michigan, during the period leading up to the city's water crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darnell Earley Target entity description: Darnell Earley is an American public administrator best known for his controversial role overseeing Flint, Michigan, during the period leading up to the city's water crisis.
-
A.
Darnell Scott
Darnell Scott is a music producer best known for his work on The Notorious B.I.G.’s landmark debut album "Ready to Die."
-
B.
Darnell Williams
Darnell Williams is an American actor best known for his long-running role as Jesse Hubbard on the soap opera "All My Children."
-
C.
Darnell Dalton
Darnell Dalton is a songwriter best known for contributing to the track "Drop the World."
-
D.
Darnell Donerson
Darnell Donerson was the mother of singer and actress Jennifer Hudson, tragically known for her murder in 2008.
-
E.
Akeem Browder
Akeem Browder is an American activist and advocate for criminal justice reform, known for his work following the wrongful incarceration and tragic death of his younger brother, Kalief Browder.
- 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_69f68eb7e8448190a097d40ed8927285 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f6902f138c8190a94a01c1fbb30b57 |
completed | May 3, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_69f69138b40881909e9c74d6d922e1f3 |
completed | May 3, 2026, 12:05 a.m. |
Created at: April 9, 2026, 5:28 p.m.