Triple

T8274135
Position Surface form Disambiguated ID Type / Status
Subject California State University, Long Beach E193498 entity
Predicate hasAcademicUnit P1488 FINISHED
Object College of Liberal Arts
The College of Liberal Arts is an academic division of California State University, Long Beach that offers a wide range of humanities and social science programs.
E217797 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 Liberal Arts | Statement: [California State University, Long Beach, hasAcademicUnit, College of Liberal Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Liberal Arts
Context triple: [California State University, Long Beach, hasAcademicUnit, College of Liberal Arts]
  • A. College of Liberal Arts
    The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
  • B. College of Liberal Arts
    The College of Liberal Arts is the primary undergraduate division of Rollins College, offering a broad-based education in the humanities, social sciences, and natural sciences.
  • C. College of Liberal Arts
    The College of Liberal Arts is an academic division of Jackson State University that offers undergraduate and graduate programs in the humanities, social sciences, and related disciplines.
  • D. College of Liberal Arts
    The College of Liberal Arts is Hamline University’s primary undergraduate division, offering a broad-based education in the humanities, social sciences, and related disciplines.
  • E. College of Liberal Arts
    The College of Liberal Arts at Louisiana Tech University is an academic division offering programs in the humanities, social sciences, and related disciplines that emphasize critical thinking, communication, and cultural understanding.
  • 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 Liberal Arts
Triple: [California State University, Long Beach, hasAcademicUnit, College of Liberal Arts]
Generated description
The College of Liberal Arts is an academic division of California State University, Long Beach that offers a wide range of humanities and social science programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Liberal Arts
Target entity description: The College of Liberal Arts is an academic division of California State University, Long Beach that offers a wide range of humanities and social science programs.
  • A. College of Liberal Arts chosen
    The College of Liberal Arts at California State University, Long Beach is an academic division offering a wide range of humanities and social science programs focused on critical thinking, cultural understanding, and interdisciplinary study.
  • B. College of Liberal Arts
    The College of Liberal Arts is an academic division of California Polytechnic State University, San Luis Obispo, offering programs in the humanities, social sciences, and arts.
  • C. College of Liberal Arts
    The College of Liberal Arts at Colorado State University is an academic division that offers undergraduate and graduate programs in the humanities, social sciences, and arts.
  • D. College of Liberal Arts
    The College of Liberal Arts is an academic division of Southern Illinois University that offers a broad range of humanities, social sciences, and fine arts programs.
  • E. College of Liberal Arts
    The College of Liberal Arts at the University of Nevada, Las Vegas is an academic division offering undergraduate and graduate programs in the humanities and social sciences.
  • F. None of above.

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_69ca82e14ae481908ffdb822cd2192bc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb798a13388190a3610766d265a61f completed March 31, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc6ca48308190bd7a6c84d5954279 completed April 2, 2026, 1:30 a.m.
NEDg Description generation batch_69cdcc8439cc8190b00ce9b0781d0544 completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdcdd1a0c08190aa15e665a38945e7 completed April 2, 2026, 2 a.m.
Created at: March 30, 2026, 5:50 p.m.