Triple

T1156102
Position Surface form Disambiguated ID Type / Status
Subject Coachella Valley E23785 entity
Predicate contains P35 FINISHED
Object Thermal
Thermal is an unincorporated community in California’s Coachella Valley, known for its desert climate and proximity to agricultural and resort areas.
 E132080 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: Thermal | Statement: [Coachella Valley, contains, Thermal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thermal
Context triple: [Coachella Valley, contains, Thermal]
  • A. Cold
    "Cold" is a song by GOOD Music, best known for its collaboration between Kanye West and DJ Khaled that blends braggadocious lyrics with a hard-hitting, minimalist beat.
  • B. Frost
    Frost is the middle name of George F. Kennan, the influential American diplomat and historian known for shaping the U.S. Cold War containment strategy.
  • C. Frost
    Frost is a common English surname borne by numerous notable individuals, including the American poet Robert Frost.
  • D. Elemental
    Elemental is a 2023 Pixar animated film set in a city where fire, water, earth, and air residents coexist, following a fiery young woman and a laid-back water man as they challenge societal divisions.
  • E. Body Heat
    Body Heat is a 1981 neo-noir erotic thriller film, written and directed by Lawrence Kasdan, about a small-town lawyer drawn into a deadly affair and murder plot.
  • 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: Thermal
Triple: [Coachella Valley, contains, Thermal]
Generated description
Thermal is an unincorporated community in California’s Coachella Valley, known for its desert climate and proximity to agricultural and resort areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thermal
Target entity description: Thermal is an unincorporated community in California’s Coachella Valley, known for its desert climate and proximity to agricultural and resort areas.
  • A. Cold
    "Cold" is a song by GOOD Music, best known for its collaboration between Kanye West and DJ Khaled that blends braggadocious lyrics with a hard-hitting, minimalist beat.
  • B. Frost
    Frost is the middle name of George F. Kennan, the influential American diplomat and historian known for shaping the U.S. Cold War containment strategy.
  • C. Frost
    Frost is a common English surname borne by numerous notable individuals, including the American poet Robert Frost.
  • D. Elemental
    Elemental is a 2023 Pixar animated film set in a city where fire, water, earth, and air residents coexist, following a fiery young woman and a laid-back water man as they challenge societal divisions.
  • E. Body Heat
    Body Heat is a 1981 neo-noir erotic thriller film, written and directed by Lawrence Kasdan, about a small-town lawyer drawn into a deadly affair and murder plot.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc912300819084c9c69783055a70 completed March 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eba03f081908c8bf99e6369080a completed March 7, 2026, 5:22 p.m.
NEDg Description generation batch_69ac5f4756b08190b3dbaf64a9351836 completed March 7, 2026, 5:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac600f78148190bd3109276f7b9e3a completed March 7, 2026, 5:27 p.m.
Created at: March 1, 2026, 7:44 p.m.