Triple

T8071372
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Mental Health E188379 entity
Predicate collaboratesWith P37 FINISHED
Object New York City Health + Hospitals
New York City Health + Hospitals is the largest public healthcare system in the United States, providing comprehensive medical, mental health, and social services to residents across New York City.
 E720181 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: New York City Health + Hospitals | Statement: [Bureau of Mental Health, collaboratesWith, New York City Health + Hospitals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New York City Health + Hospitals
Context triple: [Bureau of Mental Health, collaboratesWith, New York City Health + Hospitals]
  • A. NYC Health + Hospitals/Metropolitan
    NYC Health + Hospitals/Metropolitan is a public acute care hospital in East Harlem, Manhattan, that is part of the NYC Health + Hospitals municipal healthcare system.
  • B. NYC Health + Hospitals/North Central Bronx
    NYC Health + Hospitals/North Central Bronx is a public community hospital in the Bronx, New York City, providing a range of inpatient and outpatient medical services as part of the NYC Health + Hospitals system.
  • C. NewYork-Presbyterian Hospital
    NewYork-Presbyterian Hospital is a major academic medical center in New York City renowned for its comprehensive clinical care, research, and medical education.
  • D. NYC Health + Hospitals/Lincoln
    NYC Health + Hospitals/Lincoln is a major public hospital in the Bronx, New York City, providing comprehensive medical and emergency services as part of the NYC Health + Hospitals system.
  • E. Bellevue Hospital Center
    Bellevue Hospital Center is a major public hospital in New York City, renowned as one of the oldest continuously operating hospitals in the United States and a key part of the NYC Health + Hospitals system.
  • 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: New York City Health + Hospitals
Triple: [Bureau of Mental Health, collaboratesWith, New York City Health + Hospitals]
Generated description
New York City Health + Hospitals is the largest public healthcare system in the United States, providing comprehensive medical, mental health, and social services to residents across New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New York City Health + Hospitals
Target entity description: New York City Health + Hospitals is the largest public healthcare system in the United States, providing comprehensive medical, mental health, and social services to residents across New York City.
  • A. NYC Health + Hospitals/Metropolitan
    NYC Health + Hospitals/Metropolitan is a public acute care hospital in East Harlem, Manhattan, that is part of the NYC Health + Hospitals municipal healthcare system.
  • B. NYC Health + Hospitals/North Central Bronx
    NYC Health + Hospitals/North Central Bronx is a public community hospital in the Bronx, New York City, providing a range of inpatient and outpatient medical services as part of the NYC Health + Hospitals system.
  • C. NewYork-Presbyterian Hospital
    NewYork-Presbyterian Hospital is a major academic medical center in New York City renowned for its comprehensive clinical care, research, and medical education.
  • D. NYC Health + Hospitals/Lincoln
    NYC Health + Hospitals/Lincoln is a major public hospital in the Bronx, New York City, providing comprehensive medical and emergency services as part of the NYC Health + Hospitals system.
  • E. Bellevue Hospital Center
    Bellevue Hospital Center is a major public hospital in New York City, renowned as one of the oldest continuously operating hospitals in the United States and a key part of the NYC Health + Hospitals system.
  • 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4046a2148190a584e33bcf53cf22 completed March 31, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd342a5fb88190b9225ba50e2124b8 completed April 1, 2026, 3:05 p.m.
NEDg Description generation batch_69cd36ecc1d88190a978f1d51b0e1382 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e7822e48190bb573162f224bd8c completed April 1, 2026, 4:57 p.m.
Created at: March 30, 2026, 5:27 p.m.