Triple

T10905678
Position Surface form Disambiguated ID Type / Status
Subject Montana State University Billings E257562 entity
Predicate shortName P43 FINISHED
Object MSUB
MSUB is a public university in Billings, Montana, offering a range of undergraduate and graduate programs as part of the Montana State University system.
 E892463 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: MSUB | Statement: [Montana State University Billings, shortName, MSUB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MSUB
Context triple: [Montana State University Billings, shortName, MSUB]
  • A. MSB
    MSB is a professional French basketball club based in Le Mans that competes in the country’s top-tier league and European competitions.
  • B. MSB
    MSB is the Turkish Ministry of National Defence, the government body responsible for overseeing Turkey’s armed forces and national defense policy.
  • C. USMB
    USMB is the commonly used acronym for Université Savoie Mont Blanc, a French public university located in the Savoie region near the Alps.
  • D. MBSJ
    MBSJ is the municipal council responsible for local governance and city management in Subang Jaya, Selangor, Malaysia.
  • E. MOSB
    MOSB is an abbreviation for the Military Order of the Stars and Bars, a heritage organization composed primarily of descendants of Confederate officers and officials.
  • 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: MSUB
Triple: [Montana State University Billings, shortName, MSUB]
Generated description
MSUB is a public university in Billings, Montana, offering a range of undergraduate and graduate programs as part of the Montana State University system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MSUB
Target entity description: MSUB is a public university in Billings, Montana, offering a range of undergraduate and graduate programs as part of the Montana State University system.
  • A. MSB
    MSB is a professional French basketball club based in Le Mans that competes in the country’s top-tier league and European competitions.
  • B. MSB
    MSB is the Turkish Ministry of National Defence, the government body responsible for overseeing Turkey’s armed forces and national defense policy.
  • C. USMB
    USMB is the commonly used acronym for Université Savoie Mont Blanc, a French public university located in the Savoie region near the Alps.
  • D. MBSJ
    MBSJ is the municipal council responsible for local governance and city management in Subang Jaya, Selangor, Malaysia.
  • E. MOSB
    MOSB is an abbreviation for the Military Order of the Stars and Bars, a heritage organization composed primarily of descendants of Confederate officers and officials.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770656c288190828e71600bb0acd4 completed April 9, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69e155454890819087028a72ac2be8de completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e1801dc2e8819099bc862705871761 completed April 17, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69e1831802608190b5c3c5a4e8d8681a completed April 17, 2026, 12:47 a.m.
Created at: April 8, 2026, 9:22 p.m.