Triple

T10905676
Position Surface form Disambiguated ID Type / Status
Subject Montana State University Billings E257562 entity
Predicate formerName P65 FINISHED
Object Eastern Montana Normal School
Eastern Montana Normal School was a teacher-training institution that evolved into what is now Montana State University Billings.
E894135 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: Eastern Montana Normal School | Statement: [Montana State University Billings, formerName, Eastern Montana Normal School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eastern Montana Normal School
Context triple: [Montana State University Billings, formerName, Eastern Montana Normal School]
  • A. Northern State Normal School
    Northern State Normal School was the original teacher-training institution that later evolved into Northern Michigan University in Marquette, Michigan.
  • B. Western State Normal School
    Western State Normal School was the original teacher-training institution that later evolved into Western Michigan University in Kalamazoo, Michigan.
  • C. Oregon Normal School
    Oregon Normal School was a historic teacher-training institution in Monmouth, Oregon that later evolved into what is now Western Oregon University.
  • D. Montana State University–Northern
    Montana State University–Northern is a public university in northern Montana known for its programs in engineering, education, and technical and vocational fields serving rural and regional communities.
  • E. Kansas State Normal School
    Kansas State Normal School was a teacher-training institution in Kansas that evolved into a broader public university.
  • 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: Eastern Montana Normal School
Triple: [Montana State University Billings, formerName, Eastern Montana Normal School]
Generated description
Eastern Montana Normal School was a teacher-training institution that evolved into what is now Montana State University Billings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eastern Montana Normal School
Target entity description: Eastern Montana Normal School was a teacher-training institution that evolved into what is now Montana State University Billings.
  • A. Northern State Normal School
    Northern State Normal School was the original teacher-training institution that later evolved into Northern Michigan University in Marquette, Michigan.
  • B. Western State Normal School
    Western State Normal School was the original teacher-training institution that later evolved into Western Michigan University in Kalamazoo, Michigan.
  • C. Oregon Normal School
    Oregon Normal School was a historic teacher-training institution in Monmouth, Oregon that later evolved into what is now Western Oregon University.
  • D. Montana State University–Northern
    Montana State University–Northern is a public university in northern Montana known for its programs in engineering, education, and technical and vocational fields serving rural and regional communities.
  • E. Kansas State Normal School
    Kansas State Normal School was a teacher-training institution in Kansas that evolved into a broader public university.
  • 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_69e216c69b088190b8fa192cd8fe23ed completed April 17, 2026, 11:17 a.m.
NEDg Description generation batch_69e21d8952c881908a952de83754e049 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e2247fbd348190bb0d221923dac892 completed April 17, 2026, 12:16 p.m.
Created at: April 8, 2026, 9:22 p.m.