Triple

T2710603
Position Surface form Disambiguated ID Type / Status
Subject Waterloo, Iowa E59849 entity
Predicate hasMajorEmployer P588 FINISHED
Object UnityPoint Health – Allen Hospital
UnityPoint Health – Allen Hospital is a major regional medical center and one of the largest employers serving the Waterloo, Iowa area.
 E290414 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: UnityPoint Health – Allen Hospital | Statement: [Waterloo, Iowa, hasMajorEmployer, UnityPoint Health – Allen Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UnityPoint Health – Allen Hospital
Context triple: [Waterloo, Iowa, hasMajorEmployer, UnityPoint Health – Allen Hospital]
  • A. 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.
  • B. 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.
  • C. East Avenue Medical Center
    East Avenue Medical Center is a major government-owned tertiary hospital in Quezon City, Philippines, known for providing specialized and affordable healthcare services.
  • D. 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.
  • E. UST Hospital
    UST Hospital is a major teaching and training hospital in Manila, Philippines, affiliated with the University of Santo Tomas and known for providing comprehensive medical and healthcare services.
  • 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: UnityPoint Health – Allen Hospital
Triple: [Waterloo, Iowa, hasMajorEmployer, UnityPoint Health – Allen Hospital]
Generated description
UnityPoint Health – Allen Hospital is a major regional medical center and one of the largest employers serving the Waterloo, Iowa area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UnityPoint Health – Allen Hospital
Target entity description: UnityPoint Health – Allen Hospital is a major regional medical center and one of the largest employers serving the Waterloo, Iowa area.
  • A. 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.
  • B. 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.
  • C. East Avenue Medical Center
    East Avenue Medical Center is a major government-owned tertiary hospital in Quezon City, Philippines, known for providing specialized and affordable healthcare services.
  • D. 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.
  • E. UST Hospital
    UST Hospital is a major teaching and training hospital in Manila, Philippines, affiliated with the University of Santo Tomas and known for providing comprehensive medical and healthcare services.
  • 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_69ab4ac92a088190bc74bca14038e3de completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda7771a4819081904bd6b818b81b completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf820e6c8190bc37219eadd57e86 completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb002b86881909401e1bec24b76bf completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb0e906f88190b182cbfe81122eed completed March 10, 2026, 5:49 a.m.
Created at: March 6, 2026, 9:55 p.m.