Triple

T17112661
Position Surface form Disambiguated ID Type / Status
Subject Hines, Illinois E415263 entity
Predicate hasNearbyFacility P5648 FINISHED
Object John J. Madden Mental Health Center
John J. Madden Mental Health Center is a state-operated psychiatric hospital in Illinois that provides inpatient mental health services to adults with serious mental illnesses.
 E1251134 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: John J. Madden Mental Health Center | Statement: [Hines, Illinois, hasNearbyFacility, John J. Madden Mental Health Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John J. Madden Mental Health Center
Context triple: [Hines, Illinois, hasNearbyFacility, John J. Madden Mental Health Center]
  • A. Lindemann Mental Health Center
    Lindemann Mental Health Center is a prominent modernist mental health facility and architectural landmark located in Boston’s Government Center area.
  • B. Elliot Hospital
    Elliot Hospital is a major acute care medical center serving Manchester and the surrounding communities in southern New Hampshire.
  • C. Murdoch Developmental Center
    Murdoch Developmental Center is a state-operated residential facility in Butner, North Carolina, that provides long-term care and support services for individuals with intellectual and developmental disabilities.
  • D. Payne Whitney Psychiatric Clinic
    Payne Whitney Psychiatric Clinic is a renowned psychiatric hospital and teaching facility affiliated with Weill Cornell Medicine and NewYork-Presbyterian Hospital in New York City.
  • E. Creedmoor Psychiatric Center
    Creedmoor Psychiatric Center is a large state-run mental health hospital complex located in Queens, New York City.
  • 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: John J. Madden Mental Health Center
Triple: [Hines, Illinois, hasNearbyFacility, John J. Madden Mental Health Center]
Generated description
John J. Madden Mental Health Center is a state-operated psychiatric hospital in Illinois that provides inpatient mental health services to adults with serious mental illnesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John J. Madden Mental Health Center
Target entity description: John J. Madden Mental Health Center is a state-operated psychiatric hospital in Illinois that provides inpatient mental health services to adults with serious mental illnesses.
  • A. Lindemann Mental Health Center
    Lindemann Mental Health Center is a prominent modernist mental health facility and architectural landmark located in Boston’s Government Center area.
  • B. Elliot Hospital
    Elliot Hospital is a major acute care medical center serving Manchester and the surrounding communities in southern New Hampshire.
  • C. Murdoch Developmental Center
    Murdoch Developmental Center is a state-operated residential facility in Butner, North Carolina, that provides long-term care and support services for individuals with intellectual and developmental disabilities.
  • D. Payne Whitney Psychiatric Clinic
    Payne Whitney Psychiatric Clinic is a renowned psychiatric hospital and teaching facility affiliated with Weill Cornell Medicine and NewYork-Presbyterian Hospital in New York City.
  • E. Creedmoor Psychiatric Center
    Creedmoor Psychiatric Center is a large state-run mental health hospital complex located in Queens, New York City.
  • 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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3e8033840819083e9a506e48c31b4 completed April 18, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a013a062d7c81908fe8cdc9e4637168 completed May 11, 2026, 2:08 a.m.
NEDg Description generation batch_6a013a8e69388190b8d48d70a28e99bd completed May 11, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a013b6824888190853cf36548507e1b completed May 11, 2026, 2:14 a.m.
Created at: April 10, 2026, 5:35 a.m.