Triple

T2152116
Position Surface form Disambiguated ID Type / Status
Subject Zimmer Biomet E47802 entity
Predicate headquartersLocation P62 FINISHED
Object Warsaw, Indiana, United States
Warsaw, Indiana, United States is a small Midwestern city widely recognized as a major hub of the global orthopedic and medical device industry.
E239558 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: Warsaw, Indiana, United States | Statement: [Zimmer Biomet, headquartersLocation, Warsaw, Indiana, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warsaw, Indiana, United States
Context triple: [Zimmer Biomet, headquartersLocation, Warsaw, Indiana, United States]
  • A. Columbus, Indiana, United States
    Columbus, Indiana, United States, is a small Midwestern city renowned for its exceptional collection of modernist architecture and design.
  • B. Indianapolis, Indiana, United States of America
    Indianapolis, Indiana, United States of America is the capital and most populous city of the state of Indiana, known for its major role in transportation, manufacturing, and the annual Indianapolis 500 auto race.
  • C. Elkhart, Indiana
    Elkhart, Indiana is a small city in northern Indiana known for its recreational vehicle manufacturing industry and location near the Michigan border.
  • D. Fort Wayne, Indiana
    Fort Wayne, Indiana is a major city in northeastern Indiana known as a regional economic, cultural, and manufacturing hub.
  • E. Dayton, Indiana, United States
    Dayton, Indiana, United States is a small town in Tippecanoe County best known as the burial place of Blind Melon lead singer Shannon Hoon.
  • 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: Warsaw, Indiana, United States
Triple: [Zimmer Biomet, headquartersLocation, Warsaw, Indiana, United States]
Generated description
Warsaw, Indiana, United States is a small Midwestern city widely recognized as a major hub of the global orthopedic and medical device industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warsaw, Indiana, United States
Target entity description: Warsaw, Indiana, United States is a small Midwestern city widely recognized as a major hub of the global orthopedic and medical device industry.
  • A. Columbus, Indiana, United States
    Columbus, Indiana, United States, is a small Midwestern city renowned for its exceptional collection of modernist architecture and design.
  • B. Indianapolis, Indiana, United States of America
    Indianapolis, Indiana, United States of America is the capital and most populous city of the state of Indiana, known for its major role in transportation, manufacturing, and the annual Indianapolis 500 auto race.
  • C. Elkhart, Indiana
    Elkhart, Indiana is a small city in northern Indiana known for its recreational vehicle manufacturing industry and location near the Michigan border.
  • D. Fort Wayne, Indiana
    Fort Wayne, Indiana is a major city in northeastern Indiana known as a regional economic, cultural, and manufacturing hub.
  • E. Dayton, Indiana, United States
    Dayton, Indiana, United States is a small town in Tippecanoe County best known as the burial place of Blind Melon lead singer Shannon Hoon.
  • 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe48ad148190a7d6cc88fd38a660 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58e0e1b481909545e8e6d861adfd completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a2e43608190986798e05bd7a2e9 completed March 9, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a8ddf848190be8bdf99bb2c81a5 completed March 9, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:44 p.m.