Triple

T1914661
Position Surface form Disambiguated ID Type / Status
Subject California State University, Los Angeles E38189 entity
Predicate hasSpecialDesignation P974 FINISHED
Object Hispanic-Serving Institution
A Hispanic-Serving Institution is a college or university in the United States where Hispanic students constitute a significant portion of the enrollment and which meets specific federal criteria to receive support for serving these students.
E215920 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: Hispanic-Serving Institution | Statement: [California State University, Los Angeles, hasSpecialDesignation, Hispanic-Serving Institution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hispanic-Serving Institution
Context triple: [California State University, Los Angeles, hasSpecialDesignation, Hispanic-Serving Institution]
  • A. University of Puerto Rico system
    The University of Puerto Rico system is the main public higher education network in Puerto Rico, comprising multiple campuses that provide undergraduate, graduate, and professional programs across the archipelago.
  • B. Monte Ahuja College of Business
    Monte Ahuja College of Business is the business school of Cleveland State University, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • C. College of Ethnic Studies
    The College of Ethnic Studies is an academic division at San Francisco State University dedicated to the interdisciplinary study of race, ethnicity, and the experiences of historically marginalized communities.
  • D. HBCUs
    HBCUs (Historically Black Colleges and Universities) are institutions of higher education in the United States established primarily to serve African American students and preserve Black academic and cultural heritage.
  • E. LaPenta School of Business
    LaPenta School of Business is the business school of Iona University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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: Hispanic-Serving Institution
Triple: [California State University, Los Angeles, hasSpecialDesignation, Hispanic-Serving Institution]
Generated description
A Hispanic-Serving Institution is a college or university in the United States where Hispanic students constitute a significant portion of the enrollment and which meets specific federal criteria to receive support for serving these students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hispanic-Serving Institution
Target entity description: A Hispanic-Serving Institution is a college or university in the United States where Hispanic students constitute a significant portion of the enrollment and which meets specific federal criteria to receive support for serving these students.
  • A. University of Puerto Rico system
    The University of Puerto Rico system is the main public higher education network in Puerto Rico, comprising multiple campuses that provide undergraduate, graduate, and professional programs across the archipelago.
  • B. Monte Ahuja College of Business
    Monte Ahuja College of Business is the business school of Cleveland State University, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • C. College of Ethnic Studies
    The College of Ethnic Studies is an academic division at San Francisco State University dedicated to the interdisciplinary study of race, ethnicity, and the experiences of historically marginalized communities.
  • D. HBCUs
    HBCUs (Historically Black Colleges and Universities) are institutions of higher education in the United States established primarily to serve African American students and preserve Black academic and cultural heritage.
  • E. LaPenta School of Business
    LaPenta School of Business is the business school of Iona University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1e403d88190822082b4b5135e70 completed March 7, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3d7df908190891448dfa8bb4fb0 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf44290748190b882559de536af09 completed March 8, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69adf4d0ac58819096659706ef0785d0 completed March 8, 2026, 10:14 p.m.
Created at: March 4, 2026, 7:35 p.m.