Triple
T2857856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flint water crisis |
E63245
|
entity |
| Predicate | involvesOrganization |
P629
|
FINISHED |
| Object | City of Flint government |
E63249
|
NE FINISHED |
How this triple was built (2 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: City of Flint government | Statement: [Flint water crisis, involvesOrganization, City of Flint government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Flint government Context triple: [Flint water crisis, involvesOrganization, City of Flint government]
-
A.
Flint City Council
chosen
Flint City Council is the elected legislative body responsible for creating local laws, setting policies, and overseeing municipal governance in the city of Flint, Michigan.
-
B.
Government of Detroit
The Government of Detroit is the municipal authority responsible for administering public services, local laws, and policy decisions for the city of Detroit, Michigan.
-
C.
Flint community schools
Flint Community Schools is a public school district serving students in the city of Flint, Michigan, historically supported by philanthropist Charles Stewart Mott and his foundation.
-
D.
People of the Flint
People of the Flint is a traditional name and self-designation of the Mohawk people, reflecting their historic identity and cultural connection to flint and stone-working.
-
E.
Flint, Michigan
Flint, Michigan is an industrial city in the United States best known as the birthplace of General Motors and for its central role in the American automotive industry.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4c41e8c08190a9e8f5249cc12610 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf89d3b4819086936f26d8683a2a |
completed | March 7, 2026, 8:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d91f6448190866f6ee0491041cf |
completed | March 10, 2026, 1:33 p.m. |
Created at: March 6, 2026, 10:02 p.m.