Triple

T9565354
Position Surface form Disambiguated ID Type / Status
Subject Allentown, Pennsylvania E230775 entity
Predicate hasZoo P3480 FINISHED
Object Lehigh Valley Zoo
Lehigh Valley Zoo is a regional zoological park in eastern Pennsylvania known for its wildlife exhibits, conservation programs, and family-oriented educational activities.
 E807883 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: Lehigh Valley Zoo | Statement: [Allentown, Pennsylvania, hasZoo, Lehigh Valley Zoo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lehigh Valley Zoo
Context triple: [Allentown, Pennsylvania, hasZoo, Lehigh Valley Zoo]
  • A. Miller Park Zoo
    Miller Park Zoo is a small, community-focused zoological park in Bloomington, Illinois, featuring a variety of animal exhibits and conservation-oriented educational programs.
  • B. Bear Mountain Zoo
    Bear Mountain Zoo is a small, historic wildlife park in New York’s Bear Mountain State Park that features native animals and serves as an educational and rehabilitation facility.
  • C. Norristown Zoological Society
    The Norristown Zoological Society is the nonprofit organization that established and oversees the operations of Elmwood Park Zoo in Pennsylvania.
  • D. Phillips Park Zoo
    Phillips Park Zoo is a small, family-friendly municipal zoo in Aurora, Illinois, featuring native North American animals and educational exhibits within the larger Phillips Park recreation area.
  • E. Utica Zoo
    Utica Zoo is a regional zoological park in Utica, New York, featuring a variety of animal exhibits, conservation programs, and family-oriented educational 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: Lehigh Valley Zoo
Triple: [Allentown, Pennsylvania, hasZoo, Lehigh Valley Zoo]
Generated description
Lehigh Valley Zoo is a regional zoological park in eastern Pennsylvania known for its wildlife exhibits, conservation programs, and family-oriented educational activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lehigh Valley Zoo
Target entity description: Lehigh Valley Zoo is a regional zoological park in eastern Pennsylvania known for its wildlife exhibits, conservation programs, and family-oriented educational activities.
  • A. Miller Park Zoo
    Miller Park Zoo is a small, community-focused zoological park in Bloomington, Illinois, featuring a variety of animal exhibits and conservation-oriented educational programs.
  • B. Bear Mountain Zoo
    Bear Mountain Zoo is a small, historic wildlife park in New York’s Bear Mountain State Park that features native animals and serves as an educational and rehabilitation facility.
  • C. Norristown Zoological Society
    The Norristown Zoological Society is the nonprofit organization that established and oversees the operations of Elmwood Park Zoo in Pennsylvania.
  • D. Phillips Park Zoo
    Phillips Park Zoo is a small, family-friendly municipal zoo in Aurora, Illinois, featuring native North American animals and educational exhibits within the larger Phillips Park recreation area.
  • E. Utica Zoo
    Utica Zoo is a regional zoological park in Utica, New York, featuring a variety of animal exhibits, conservation programs, and family-oriented educational 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_69ca847f22188190a56e4a97625bef22 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd996a01b081908e2782f41520f73d completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d152abb0788190ab2e204d9a082ccf completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d15565623c81908112183b65464553 completed April 4, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_69d1560bbe3481908c98d74d21b33e63 completed April 4, 2026, 6:18 p.m.
Created at: March 30, 2026, 8:04 p.m.