Triple

T7959284
Position Surface form Disambiguated ID Type / Status
Subject University of Professional Studies Accra E184820 entity
Predicate abbreviation P43 FINISHED
Object UPSA
UPSA is a public university in Accra, Ghana, specializing in professional, business, and management education.
 E704046 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: UPSA | Statement: [University of Professional Studies Accra, abbreviation, UPSA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UPSA
Context triple: [University of Professional Studies Accra, abbreviation, UPSA]
  • A. UPA
    UPA is a major Indian political coalition led by the Indian National Congress that has formed the central government of India multiple times.
  • B. UASD
    UASD is the Autonomous University of Santo Domingo, the oldest university in the Americas and the main public higher education institution in the Dominican Republic.
  • C. USI
    USI is a public university located in Evansville, Indiana, offering a wide range of undergraduate and graduate programs.
  • D. USI
    USI is the abbreviated name for the United States of Indonesia, a short-lived federal state that briefly existed in Southeast Asia after World War II.
  • E. IPB University
    IPB University is a leading Indonesian public university renowned for its focus on agriculture, life sciences, and environmental studies.
  • 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: UPSA
Triple: [University of Professional Studies Accra, abbreviation, UPSA]
Generated description
UPSA is a public university in Accra, Ghana, specializing in professional, business, and management education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UPSA
Target entity description: UPSA is a public university in Accra, Ghana, specializing in professional, business, and management education.
  • A. UPA
    UPA is a major Indian political coalition led by the Indian National Congress that has formed the central government of India multiple times.
  • B. UASD
    UASD is the Autonomous University of Santo Domingo, the oldest university in the Americas and the main public higher education institution in the Dominican Republic.
  • C. USI
    USI is a public university located in Evansville, Indiana, offering a wide range of undergraduate and graduate programs.
  • D. USI
    USI is the abbreviated name for the United States of Indonesia, a short-lived federal state that briefly existed in Southeast Asia after World War II.
  • E. IPB University
    IPB University is a leading Indonesian public university renowned for its focus on agriculture, life sciences, and environmental studies.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b80050c81909b2db95ade495052 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe07d31a881909e891fdd73c4467b completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cbe554dfd881909edf2c20a7035f17 completed March 31, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69cc3429f4148190981d30c3cc4c3c9a completed March 31, 2026, 8:52 p.m.
Created at: March 30, 2026, 5:11 p.m.