Triple

T9628995
Position Surface form Disambiguated ID Type / Status
Subject Trenton, Michigan E232545 entity
Predicate hasHospital P105 FINISHED
Object Beaumont Hospital, Trenton
Beaumont Hospital, Trenton is a community-based acute care hospital serving the medical needs of residents in Trenton and the Downriver area of metropolitan Detroit, Michigan.
 E810325 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: Beaumont Hospital, Trenton | Statement: [Trenton, Michigan, hasHospital, Beaumont Hospital, Trenton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beaumont Hospital, Trenton
Context triple: [Trenton, Michigan, hasHospital, Beaumont Hospital, Trenton]
  • A. Bernard A. Mitchell Hospital
    Bernard A. Mitchell Hospital is a major adult inpatient care facility and teaching hospital that serves as a core component of the University of Chicago’s academic medical center.
  • B. St John’s Hospital
    St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
  • C. St John’s Hospital
    St John’s Hospital is a healthcare facility serving the town of Howden and its surrounding area.
  • D. St. Mary’s General Hospital
    St. Mary’s General Hospital is a regional acute-care hospital in Kitchener, Ontario, known for providing comprehensive medical and surgical services to the surrounding community.
  • E. William Harvey Hospital
    William Harvey Hospital is a major National Health Service district general hospital serving Ashford and the surrounding areas in Kent, England.
  • 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: Beaumont Hospital, Trenton
Triple: [Trenton, Michigan, hasHospital, Beaumont Hospital, Trenton]
Generated description
Beaumont Hospital, Trenton is a community-based acute care hospital serving the medical needs of residents in Trenton and the Downriver area of metropolitan Detroit, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beaumont Hospital, Trenton
Target entity description: Beaumont Hospital, Trenton is a community-based acute care hospital serving the medical needs of residents in Trenton and the Downriver area of metropolitan Detroit, Michigan.
  • A. Bernard A. Mitchell Hospital
    Bernard A. Mitchell Hospital is a major adult inpatient care facility and teaching hospital that serves as a core component of the University of Chicago’s academic medical center.
  • B. St John’s Hospital
    St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
  • C. St John’s Hospital
    St John’s Hospital is a healthcare facility serving the town of Howden and its surrounding area.
  • D. St. Mary’s General Hospital
    St. Mary’s General Hospital is a regional acute-care hospital in Kitchener, Ontario, known for providing comprehensive medical and surgical services to the surrounding community.
  • E. William Harvey Hospital
    William Harvey Hospital is a major National Health Service district general hospital serving Ashford and the surrounding areas in Kent, England.
  • 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b00162481908f396f6b6e470d6c completed April 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d17987e4008190a8d43641072a1c86 completed April 4, 2026, 8:50 p.m.
NEDg Description generation batch_69d17b479f708190bfbcf206b0fc84d4 completed April 4, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_69d17bc76be48190bb3376baf476de80 completed April 4, 2026, 8:59 p.m.
Created at: March 30, 2026, 8:10 p.m.