Triple

T8803490
Position Surface form Disambiguated ID Type / Status
Subject Tongayi Chirisa E209466 entity
Predicate notableWork P4 FINISHED
Object Palm Springs
Palm Springs is a 2020 American science-fiction romantic comedy film known for its time-loop premise and starring Andy Samberg and Cristin Milioti.
E769954 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: Palm Springs | Statement: [Tongayi Chirisa, notableWork, Palm Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palm Springs
Context triple: [Tongayi Chirisa, notableWork, Palm Springs]
  • A. Palm Springs
    Palm Springs is a desert resort city in Southern California known for its mid-century modern architecture, hot springs, golf courses, and tourism.
  • B. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • C. Rancho Mirage
    Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
  • D. Santa Ana
    Santa Ana is a major city in Orange County, California, known as a dense urban and governmental center within the Greater Los Angeles metropolitan area.
  • E. Santa Ana
    Santa Ana is a barangay (village-level administrative division) within the highly urbanized city of Taguig in Metro Manila, Philippines.
  • 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: Palm Springs
Triple: [Tongayi Chirisa, notableWork, Palm Springs]
Generated description
Palm Springs is a 2020 American science-fiction romantic comedy film known for its time-loop premise and starring Andy Samberg and Cristin Milioti.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palm Springs
Target entity description: Palm Springs is a 2020 American science-fiction romantic comedy film known for its time-loop premise and starring Andy Samberg and Cristin Milioti.
  • A. Palm Springs
    Palm Springs is a desert resort city in Southern California known for its mid-century modern architecture, hot springs, golf courses, and tourism.
  • B. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • C. Rancho Mirage
    Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
  • D. Santa Ana
    Santa Ana is a major city in Orange County, California, known as a dense urban and governmental center within the Greater Los Angeles metropolitan area.
  • E. Santa Ana
    Santa Ana is a barangay (village-level administrative division) within the highly urbanized city of Taguig in Metro Manila, Philippines.
  • 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_69ca836320e48190b5cf585b90a322c4 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fbb5b108190a9f889d40aa20521 completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfc921d3408190a2f823473bf9b4bc completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfcccaea508190ac9c0b2d2b496c5c completed April 3, 2026, 2:20 p.m.
NED2 Entity disambiguation (via description) batch_69cfcd1dd12881909d250c08feeb9fbf completed April 3, 2026, 2:22 p.m.
Created at: March 30, 2026, 6:44 p.m.