Triple

T2587169
Position Surface form Disambiguated ID Type / Status
Subject Novi, Michigan E58031 entity
Predicate hasHospital P105 FINISHED
Object Ascension Providence Hospital, Novi Campus
Ascension Providence Hospital, Novi Campus is a major acute care medical center serving the Novi, Michigan area as part of the Ascension health system.
 E278771 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: Ascension Providence Hospital, Novi Campus | Statement: [Novi, Michigan, hasHospital, Ascension Providence Hospital, Novi Campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ascension Providence Hospital, Novi Campus
Context triple: [Novi, Michigan, hasHospital, Ascension Providence Hospital, Novi Campus]
  • A. Providence Care Hospital
    Providence Care Hospital is a modern teaching and rehabilitation hospital in Kingston, Ontario, specializing in complex continuing care, mental health, and rehabilitation services.
  • B. Fisher-Titus Medical Center
    Fisher-Titus Medical Center is a community hospital and healthcare system serving Norwalk and the surrounding region in north-central Ohio.
  • C. Bayview Medical Center
    Bayview Medical Center is a hospital facility that later became part of the Johns Hopkins Health System and is now known as Johns Hopkins Bayview Medical Center.
  • D. UP Health System – Marquette
    UP Health System – Marquette is a regional medical center in Michigan’s Upper Peninsula that serves as a primary provider of advanced healthcare services for Marquette and the surrounding communities.
  • E. St. Mary Mercy Hospital
    St. Mary Mercy Hospital is a community-based acute care medical center serving residents of Livonia and the surrounding areas in southeastern Michigan.
  • 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: Ascension Providence Hospital, Novi Campus
Triple: [Novi, Michigan, hasHospital, Ascension Providence Hospital, Novi Campus]
Generated description
Ascension Providence Hospital, Novi Campus is a major acute care medical center serving the Novi, Michigan area as part of the Ascension health system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ascension Providence Hospital, Novi Campus
Target entity description: Ascension Providence Hospital, Novi Campus is a major acute care medical center serving the Novi, Michigan area as part of the Ascension health system.
  • A. Providence Care Hospital
    Providence Care Hospital is a modern teaching and rehabilitation hospital in Kingston, Ontario, specializing in complex continuing care, mental health, and rehabilitation services.
  • B. Fisher-Titus Medical Center
    Fisher-Titus Medical Center is a community hospital and healthcare system serving Norwalk and the surrounding region in north-central Ohio.
  • C. Bayview Medical Center
    Bayview Medical Center is a hospital facility that later became part of the Johns Hopkins Health System and is now known as Johns Hopkins Bayview Medical Center.
  • D. UP Health System – Marquette
    UP Health System – Marquette is a regional medical center in Michigan’s Upper Peninsula that serves as a primary provider of advanced healthcare services for Marquette and the surrounding communities.
  • E. St. Mary Mercy Hospital
    St. Mary Mercy Hospital is a community-based acute care medical center serving residents of Livonia and the surrounding areas in southeastern Michigan.
  • 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd3f8a3888190889c537e6df07305 completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af65848e788190b2b01595540b1a10 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af6694dd248190ad6d579d504b5f27 completed March 10, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69af677577c88190be9a66fea85ab899 completed March 10, 2026, 12:36 a.m.
Created at: March 6, 2026, 9:49 p.m.