Triple

T19412868
Position Surface form Disambiguated ID Type / Status
Subject Kalamazoo, Michigan E485632 entity
Predicate hasCulturalInstitution P105 FINISHED
Object Kalamazoo Symphony Orchestra
The Kalamazoo Symphony Orchestra is a professional American orchestra based in Kalamazoo, Michigan, known for performing a wide range of classical and contemporary symphonic music and for its community and educational programs.
E1374747 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: Kalamazoo Symphony Orchestra | Statement: [Kalamazoo, Michigan, hasCulturalInstitution, Kalamazoo Symphony Orchestra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalamazoo Symphony Orchestra
Context triple: [Kalamazoo, Michigan, hasCulturalInstitution, Kalamazoo Symphony Orchestra]
  • A. Ann Arbor Symphony Orchestra
    The Ann Arbor Symphony Orchestra is a professional American orchestra known for performing classical and contemporary works and serving as a key cultural institution in the Ann Arbor, Michigan community.
  • B. University of Michigan Symphony Orchestra
    The University of Michigan Symphony Orchestra is the premier large orchestral ensemble of the University of Michigan, renowned for its high-level performances and training of advanced student musicians.
  • C. Flint Symphony Orchestra
    The Flint Symphony Orchestra is a professional American orchestra based in Flint, Michigan, known for performing a wide range of classical and contemporary symphonic music for the regional community.
  • D. Milwaukee Symphony Orchestra
    The Milwaukee Symphony Orchestra is a leading American professional orchestra based in Milwaukee, Wisconsin, known for its diverse classical and pops performances and community engagement.
  • E. University of Michigan Symphony Band
    The University of Michigan Symphony Band is a premier collegiate wind ensemble renowned for its artistic excellence, innovative programming, and extensive recording and touring activities.
  • 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: Kalamazoo Symphony Orchestra
Triple: [Kalamazoo, Michigan, hasCulturalInstitution, Kalamazoo Symphony Orchestra]
Generated description
The Kalamazoo Symphony Orchestra is a professional American orchestra based in Kalamazoo, Michigan, known for performing a wide range of classical and contemporary symphonic music and for its community and educational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalamazoo Symphony Orchestra
Target entity description: The Kalamazoo Symphony Orchestra is a professional American orchestra based in Kalamazoo, Michigan, known for performing a wide range of classical and contemporary symphonic music and for its community and educational programs.
  • A. Ann Arbor Symphony Orchestra
    The Ann Arbor Symphony Orchestra is a professional American orchestra known for performing classical and contemporary works and serving as a key cultural institution in the Ann Arbor, Michigan community.
  • B. University of Michigan Symphony Orchestra
    The University of Michigan Symphony Orchestra is the premier large orchestral ensemble of the University of Michigan, renowned for its high-level performances and training of advanced student musicians.
  • C. Flint Symphony Orchestra
    The Flint Symphony Orchestra is a professional American orchestra based in Flint, Michigan, known for performing a wide range of classical and contemporary symphonic music for the regional community.
  • D. Milwaukee Symphony Orchestra
    The Milwaukee Symphony Orchestra is a leading American professional orchestra based in Milwaukee, Wisconsin, known for its diverse classical and pops performances and community engagement.
  • E. University of Michigan Symphony Band
    The University of Michigan Symphony Band is a premier collegiate wind ensemble renowned for its artistic excellence, innovative programming, and extensive recording and touring activities.
  • 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_69d8e8d5162481909db12435d9535c1a completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e62af77eb481909fcfb6cdde1e8580 completed April 20, 2026, 1:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733c9a8b88190b58f1d02d445426a completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a0734809dc48190b4378e168e0e35ec completed May 15, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_6a07355c10c881909f8a2a3a6b7e7dfe completed May 15, 2026, 3:01 p.m.
Created at: April 10, 2026, 1:37 p.m.