Triple

T5964958
Position Surface form Disambiguated ID Type / Status
Subject Palm Desert, California E132727 entity
Predicate hasInstitution P186 FINISHED
Object College of the Desert
College of the Desert is a public community college serving the Coachella Valley region with two-year degree, transfer, and vocational programs.
 E559094 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: College of the Desert | Statement: [Palm Desert, California, hasInstitution, College of the Desert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: College of the Desert
Context triple: [Palm Desert, California, hasInstitution, College of the Desert]
  • A. University of Antelope Valley
    The University of Antelope Valley is a private university offering career-focused degree and certificate programs, particularly in healthcare, business, and public safety.
  • B. Cañada College
    Cañada College is a public community college located in San Mateo County, California, offering two-year degree and certificate programs.
  • C. Antelope Valley College
    Antelope Valley College is a public community college serving the Antelope Valley region of northern Los Angeles County, California.
  • D. University of the Southwest
    The University of the Southwest is a private Christian university in Hobbs, New Mexico, offering undergraduate and graduate programs with an emphasis on faith-based education and small class sizes.
  • E. College of Santa Fe
    The College of Santa Fe was a small liberal arts college in Santa Fe, New Mexico, known for its arts and film programs.
  • 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: College of the Desert
Triple: [Palm Desert, California, hasInstitution, College of the Desert]
Generated description
College of the Desert is a public community college serving the Coachella Valley region with two-year degree, transfer, and vocational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: College of the Desert
Target entity description: College of the Desert is a public community college serving the Coachella Valley region with two-year degree, transfer, and vocational programs.
  • A. University of Antelope Valley
    The University of Antelope Valley is a private university offering career-focused degree and certificate programs, particularly in healthcare, business, and public safety.
  • B. Cañada College
    Cañada College is a public community college located in San Mateo County, California, offering two-year degree and certificate programs.
  • C. Antelope Valley College
    Antelope Valley College is a public community college serving the Antelope Valley region of northern Los Angeles County, California.
  • D. University of the Southwest
    The University of the Southwest is a private Christian university in Hobbs, New Mexico, offering undergraduate and graduate programs with an emphasis on faith-based education and small class sizes.
  • E. College of Santa Fe
    The College of Santa Fe was a small liberal arts college in Santa Fe, New Mexico, known for its arts and film programs.
  • 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.