Triple

T10907372
Position Surface form Disambiguated ID Type / Status
Subject Troy Barnes E257605 entity
Predicate leavesSeriesInEpisode P53537 FINISHED
Object Geothermal Escapism
"Geothermal Escapism" is a post-apocalyptic, lava-themed episode of the TV sitcom Community in which the study group plays an elaborate campus-wide game.
 E892545 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: Geothermal Escapism | Statement: [Troy Barnes, leavesSeriesInEpisode, Geothermal Escapism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geothermal Escapism
Context triple: [Troy Barnes, leavesSeriesInEpisode, Geothermal Escapism]
  • A. Heatscape
    Heatscape is a contemporary ballet choreographed by Justin Peck, known for its dynamic movement and collaboration with visual artist Shepard Fairey.
  • B. Vals thermal springs
    Vals thermal springs are a renowned Swiss alpine spa complex celebrated for their mineral-rich waters and striking stone architecture integrated into the mountain landscape.
  • C. Broadlands geothermal field
    Broadlands geothermal field is a significant high-temperature geothermal area in New Zealand’s Taupō Volcanic Zone, known for its geothermal energy resources and associated power generation.
  • D. Ngawha geothermal field
    The Ngawha geothermal field is a significant low-enthalpy geothermal area in New Zealand known for its hot springs, geothermal power generation, and unique mineral-rich waters.
  • E. Therma hot springs
    Therma hot springs are natural thermal baths on the Greek island of Ikaria, renowned for their mineral-rich waters and therapeutic properties.
  • 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: Geothermal Escapism
Triple: [Troy Barnes, leavesSeriesInEpisode, Geothermal Escapism]
Generated description
"Geothermal Escapism" is a post-apocalyptic, lava-themed episode of the TV sitcom Community in which the study group plays an elaborate campus-wide game.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geothermal Escapism
Target entity description: "Geothermal Escapism" is a post-apocalyptic, lava-themed episode of the TV sitcom Community in which the study group plays an elaborate campus-wide game.
  • A. Heatscape
    Heatscape is a contemporary ballet choreographed by Justin Peck, known for its dynamic movement and collaboration with visual artist Shepard Fairey.
  • B. Vals thermal springs
    Vals thermal springs are a renowned Swiss alpine spa complex celebrated for their mineral-rich waters and striking stone architecture integrated into the mountain landscape.
  • C. Broadlands geothermal field
    Broadlands geothermal field is a significant high-temperature geothermal area in New Zealand’s Taupō Volcanic Zone, known for its geothermal energy resources and associated power generation.
  • D. Ngawha geothermal field
    The Ngawha geothermal field is a significant low-enthalpy geothermal area in New Zealand known for its hot springs, geothermal power generation, and unique mineral-rich waters.
  • E. Therma hot springs
    Therma hot springs are natural thermal baths on the Greek island of Ikaria, renowned for their mineral-rich waters and therapeutic properties.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7706756d081908ed29c68d81df688 completed April 9, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69e155454890819087028a72ac2be8de completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e1801dc2e8819099bc862705871761 completed April 17, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69e1831802608190b5c3c5a4e8d8681a completed April 17, 2026, 12:47 a.m.
Created at: April 8, 2026, 9:22 p.m.