Triple

T12764047
Position Surface form Disambiguated ID Type / Status
Subject Emergency Manager of Flint E305072 entity
Predicate contributedTo P37 FINISHED
Object Flint water crisis E63245 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: Flint water crisis | Statement: [Emergency Manager of Flint, contributedTo, Flint water crisis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flint water crisis
Context triple: [Emergency Manager of Flint, contributedTo, Flint water crisis]
  • A. Flint water crisis chosen
    The Flint water crisis was a public health disaster in Flint, Michigan, where cost-cutting measures led to lead-contaminated drinking water and widespread exposure, prompting national outrage and reforms in water safety oversight.
  • B. Dakota Access Pipeline protests
    The Dakota Access Pipeline protests were a large-scale movement led primarily by Native American tribes and environmental activists to oppose the construction of the Dakota Access oil pipeline due to concerns over water protection, treaty rights, and environmental justice.
  • C. Bhopal disaster
    The Bhopal disaster was a catastrophic 1984 industrial gas leak in Bhopal, India, widely regarded as one of the world’s worst industrial accidents due to its massive death toll and long-term health and environmental impacts.
  • D. Kingston coal ash spill of 2008
    The Kingston coal ash spill of 2008 was a major environmental disaster in Tennessee in which a dike failure at a coal-fired power plant released millions of cubic yards of toxic coal ash into nearby rivers and land.
  • E. Gaspee Affair
    The Gaspee Affair was a 1772 pre-Revolutionary incident in which American colonists attacked and burned the British customs schooner HMS Gaspee, helping fuel tensions that led to the American Revolution.
  • 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_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.
Created at: April 9, 2026, 5:28 p.m.