Triple

T11286804
Position Surface form Disambiguated ID Type / Status
Subject Valparaiso, Indiana E267211 entity
Predicate hasHospital P105 FINISHED
Object Northwest Health – Porter
Northwest Health – Porter is a regional acute care hospital serving Valparaiso and the surrounding communities in northwest Indiana.
 E915523 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: Northwest Health – Porter | Statement: [Valparaiso, Indiana, hasHospital, Northwest Health – Porter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northwest Health – Porter
Context triple: [Valparaiso, Indiana, hasHospital, Northwest Health – Porter]
  • A. Parkview Health
    Parkview Health is a nonprofit healthcare system based in northeast Indiana that operates hospitals, clinics, and specialty care facilities across the region.
  • B. Northern Light Inland Hospital
    Northern Light Inland Hospital is a community healthcare facility in Waterville, Maine, providing a range of medical and emergency services to residents of the region.
  • C. Providence Health & Services
    Providence Health & Services is a large nonprofit Catholic health care system in the United States that operates hospitals, clinics, and other medical facilities across multiple states.
  • D. Arrowhead Regional Medical Center
    Arrowhead Regional Medical Center is a major public teaching hospital and trauma center serving San Bernardino County and the surrounding Inland Empire region of Southern California.
  • E. Logan Regional Medical Center
    Logan Regional Medical Center is a community hospital serving Logan and the surrounding areas of southern West Virginia with a range of medical and surgical 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: Northwest Health – Porter
Triple: [Valparaiso, Indiana, hasHospital, Northwest Health – Porter]
Generated description
Northwest Health – Porter is a regional acute care hospital serving Valparaiso and the surrounding communities in northwest Indiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northwest Health – Porter
Target entity description: Northwest Health – Porter is a regional acute care hospital serving Valparaiso and the surrounding communities in northwest Indiana.
  • A. Parkview Health
    Parkview Health is a nonprofit healthcare system based in northeast Indiana that operates hospitals, clinics, and specialty care facilities across the region.
  • B. Northern Light Inland Hospital
    Northern Light Inland Hospital is a community healthcare facility in Waterville, Maine, providing a range of medical and emergency services to residents of the region.
  • C. Providence Health & Services
    Providence Health & Services is a large nonprofit Catholic health care system in the United States that operates hospitals, clinics, and other medical facilities across multiple states.
  • D. Arrowhead Regional Medical Center
    Arrowhead Regional Medical Center is a major public teaching hospital and trauma center serving San Bernardino County and the surrounding Inland Empire region of Southern California.
  • E. Logan Regional Medical Center
    Logan Regional Medical Center is a community hospital serving Logan and the surrounding areas of southern West Virginia with a range of medical and surgical 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e986b0f08190a414749eaa7f1a5d completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f48070ac8190b0e4d49f42ac3896 completed April 19, 2026, 3:28 p.m.
NEDg Description generation batch_69e4f95cbc7c819082e3d7c3c3266708 completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff6b7d248190b4dd885280e09a8e completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:32 p.m.