Triple

T23130346
Position Surface form Disambiguated ID Type / Status
Subject University of Mines and Technology E577148 entity
Predicate abbreviation P43 FINISHED
Object UMaT
UMaT is a specialized public university in Ghana focused on training professionals in mining, petroleum, and related engineering and earth science disciplines.
E1571438 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: UMaT | Statement: [University of Mines and Technology, abbreviation, UMaT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UMaT
Context triple: [University of Mines and Technology, abbreviation, UMaT]
  • A. UMa
    UMa is the standard astronomical abbreviation for Ursa Major, a prominent northern constellation best known for containing the Big Dipper asterism.
  • B. UMES
    UMES is a public historically Black land-grant university located in Princess Anne, Maryland, known for its programs in agriculture, marine and environmental science, and hospitality management.
  • C. UM
    UM is the commonly used abbreviation for the University of Miami, a private research university located in Coral Gables, Florida.
  • D. UM
    UM is the regional vehicle registration code used for the district of Uckermark in the German state of Brandenburg.
  • E. UM
    UM is a public research university in Winnipeg, Canada, known as the University of Manitoba.
  • 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: UMaT
Triple: [University of Mines and Technology, abbreviation, UMaT]
Generated description
UMaT is a specialized public university in Ghana focused on training professionals in mining, petroleum, and related engineering and earth science disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UMaT
Target entity description: UMaT is a specialized public university in Ghana focused on training professionals in mining, petroleum, and related engineering and earth science disciplines.
  • A. UMa
    UMa is the standard astronomical abbreviation for Ursa Major, a prominent northern constellation best known for containing the Big Dipper asterism.
  • B. UMES
    UMES is a public historically Black land-grant university located in Princess Anne, Maryland, known for its programs in agriculture, marine and environmental science, and hospitality management.
  • C. UM
    UM is the commonly used abbreviation for the University of Miami, a private research university located in Coral Gables, Florida.
  • D. UM
    UM is the stock ticker symbol for MRU, the Canadian food and pharmacy retail company Metro Inc.
  • E. UM
    UM is the commonly used abbreviation for Universitas Negeri Malang, a public university in Malang, Indonesia known for its strong focus on education and teacher training.
  • 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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e8671f48190887e57d5723e49c1 completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23f7dccc8190aaba967e73cc6892 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c28ed782c8190a60cf2212a1e7861 completed May 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0c29bca4c08190a29d4204c75b333f completed May 19, 2026, 9:13 a.m.
Created at: April 17, 2026, 4 p.m.