Triple

T84683
Position Surface form Disambiguated ID Type / Status
Subject Grand Rapids, Michigan E1703 entity
Predicate hasZoo P3480 FINISHED
Object John Ball Zoo
John Ball Zoo is a popular mid-sized zoological park and educational attraction located in Grand Rapids, Michigan.
E9655 NE FINISHED

How this triple was built (5 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: John Ball Zoo | Statement: [Grand Rapids, Michigan, hasZoo, John Ball Zoo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Ball Zoo
Context triple: [Grand Rapids, Michigan, hasZoo, John Ball Zoo]
  • A. Pueblo Zoo
    Pueblo Zoo is a mid-sized, accredited zoological park in Pueblo, Colorado, featuring diverse animal exhibits and conservation-focused educational programs for visitors.
  • B. Oregon Zoo
    The Oregon Zoo is a major zoological park in Portland, Oregon, known for its extensive animal exhibits, conservation programs, and family-friendly attractions.
  • C. Shedd Aquarium
    Shedd Aquarium is a major indoor public aquarium in Chicago renowned for its extensive marine life exhibits and role in aquatic conservation and education.
  • D. San Diego Zoo
    The San Diego Zoo is a world-renowned zoological park in San Diego known for its extensive collection of animals, pioneering open-air habitats, and leading conservation and research programs.
  • E. Callaway Gardens
    Callaway Gardens is a large resort and public garden complex in western Georgia known for its landscaped grounds, outdoor recreation, and seasonal events.
  • 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: John Ball Zoo
Triple: [Grand Rapids, Michigan, hasZoo, John Ball Zoo]
Generated description
John Ball Zoo is a popular mid-sized zoological park and educational attraction located in Grand Rapids, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Ball Zoo
Target entity description: John Ball Zoo is a popular mid-sized zoological park and educational attraction located in Grand Rapids, Michigan.
  • A. Pueblo Zoo
    Pueblo Zoo is a mid-sized, accredited zoological park in Pueblo, Colorado, featuring diverse animal exhibits and conservation-focused educational programs for visitors.
  • B. Oregon Zoo
    The Oregon Zoo is a major zoological park in Portland, Oregon, known for its extensive animal exhibits, conservation programs, and family-friendly attractions.
  • C. Shedd Aquarium
    Shedd Aquarium is a major indoor public aquarium in Chicago renowned for its extensive marine life exhibits and role in aquatic conservation and education.
  • D. San Diego Zoo
    The San Diego Zoo is a world-renowned zoological park in San Diego known for its extensive collection of animals, pioneering open-air habitats, and leading conservation and research programs.
  • E. Callaway Gardens
    Callaway Gardens is a large resort and public garden complex in western Georgia known for its landscaped grounds, outdoor recreation, and seasonal events.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasZoo
Context triple: [Grand Rapids, Michigan, hasZoo, John Ball Zoo]
  • A. isHomeOf
    Indicates that a place serves as the primary residence or base for a person, group, or organization.
  • B. hasEndemicSpecies
    Indicates that a place or region contains species that are native to and found only within that specific geographic area.
  • C. hasMascot
    Indicates that an entity is represented or symbolized by a particular mascot.
  • D. hasOfficialStateAnimal
    Indicates that a political entity has a formally designated animal recognized as its official state symbol.
  • E. hasIsland
    Indicates that one entity possesses, contains, or includes an island as part of its domain, territory, or structure.
  • F. None of above. chosen

Provenance (7 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f4e73c081908d2da146226ef05e completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a26c1b81a88190ba473b28dd88fdb8 completed Feb. 28, 2026, 4:16 a.m.
NEDg Description generation batch_69a26d3eee308190a591a8b71fc3aea9 completed Feb. 28, 2026, 4:21 a.m.
NED2 Entity disambiguation (via description) batch_69a26d9fb7248190b358c6f890eac0e9 completed Feb. 28, 2026, 4:22 a.m.
PD Predicate disambiguation batch_69a24eb469548190b38c24e81f36c838 completed Feb. 28, 2026, 2:11 a.m.
PDg Predicate description generation batch_69a24f4b4658819087902414959161fb completed Feb. 28, 2026, 2:13 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.