Triple

T5964955
Position Surface form Disambiguated ID Type / Status
Subject Palm Desert, California E132727 entity
Predicate hasAttraction P105 FINISHED
Object The Living Desert Zoo and Gardens
The Living Desert Zoo and Gardens is a desert-themed zoo and botanical garden in Palm Desert, California, featuring native and global desert wildlife, plants, and conservation-focused exhibits.
 E559093 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: The Living Desert Zoo and Gardens | Statement: [Palm Desert, California, hasAttraction, The Living Desert Zoo and Gardens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Living Desert Zoo and Gardens
Context triple: [Palm Desert, California, hasAttraction, The Living Desert Zoo and Gardens]
  • A. Living Desert Zoo and Gardens State Park
    Living Desert Zoo and Gardens State Park is a New Mexico state park that showcases the plants and animals of the Chihuahuan Desert through zoo exhibits, botanical gardens, and educational programs.
  • B. Santa Ana Zoo
    The Santa Ana Zoo is a family-oriented zoological park in Santa Ana, California, known for its focus on primates and conservation education.
  • C. The Living Desert
    The Living Desert is a 1953 Walt Disney nature documentary film that vividly portrays the wildlife and ecology of North American desert landscapes.
  • D. San Diego Zoo Safari Park
    San Diego Zoo Safari Park is a large wildlife preserve and zoo in Escondido, California, known for its expansive, naturalistic habitats and conservation-focused breeding programs for endangered species.
  • E. Santa Barbara Zoo
    Santa Barbara Zoo is a popular coastal zoological park in Santa Barbara, California, known for its scenic ocean views and family-friendly animal exhibits.
  • 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: The Living Desert Zoo and Gardens
Triple: [Palm Desert, California, hasAttraction, The Living Desert Zoo and Gardens]
Generated description
The Living Desert Zoo and Gardens is a desert-themed zoo and botanical garden in Palm Desert, California, featuring native and global desert wildlife, plants, and conservation-focused exhibits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Living Desert Zoo and Gardens
Target entity description: The Living Desert Zoo and Gardens is a desert-themed zoo and botanical garden in Palm Desert, California, featuring native and global desert wildlife, plants, and conservation-focused exhibits.
  • A. Living Desert Zoo and Gardens State Park
    Living Desert Zoo and Gardens State Park is a New Mexico state park that showcases the plants and animals of the Chihuahuan Desert through zoo exhibits, botanical gardens, and educational programs.
  • B. Santa Ana Zoo
    The Santa Ana Zoo is a family-oriented zoological park in Santa Ana, California, known for its focus on primates and conservation education.
  • C. The Living Desert
    The Living Desert is a 1953 Walt Disney nature documentary film that vividly portrays the wildlife and ecology of North American desert landscapes.
  • D. San Diego Zoo Safari Park
    San Diego Zoo Safari Park is a large wildlife preserve and zoo in Escondido, California, known for its expansive, naturalistic habitats and conservation-focused breeding programs for endangered species.
  • E. Santa Barbara Zoo
    Santa Barbara Zoo is a popular coastal zoological park in Santa Barbara, California, known for its scenic ocean views and family-friendly animal exhibits.
  • 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a3ca1dc819098cde8ae5ec1d845 completed March 22, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3f32e8481908a6075684287c412 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0ebfa3a9c81908a183f995350366b completed March 23, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0ec61672c8190b98cead75cac84d5 completed March 23, 2026, 7:31 a.m.
Created at: March 22, 2026, 4:03 p.m.