Triple

T4828
Position Surface form Disambiguated ID Type / Status
Subject Norman Borlaug E94 entity
Predicate employer P7 FINISHED
Object Texas A&M University
Texas A&M University is a major public research university in College Station, Texas, known for its strong programs in agriculture, engineering, and the sciences.
E1645 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: Texas A&M University | Statement: [Norman Borlaug, employer, Texas A&M University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas A&M University
Context triple: [Norman Borlaug, employer, Texas A&M University]
  • A. Rice University
    Rice University is a private research university in Houston, Texas, known for its strong programs in science and engineering, small student body, and high level of research activity.
  • B. Oregon State University
    Oregon State University is a public research university in Corvallis, Oregon, known for its strong programs in engineering, forestry, and agricultural sciences.
  • C. University of California, Berkeley
    The University of California, Berkeley is a leading public research university renowned for its academic excellence, groundbreaking innovation, and historic role in social and political movements.
  • D. Southwest Center for Advanced Studies (predecessor of UT Dallas)
    The Southwest Center for Advanced Studies was a graduate research institution in Texas that evolved into the University of Texas at Dallas, helping lay the foundation for the university’s strong focus on science and engineering.
  • E. University of Pennsylvania
    The University of Pennsylvania is a prestigious Ivy League research university in Philadelphia known for its strong programs across disciplines, including engineering, business, law, and medicine.
  • 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: Texas A&M University
Triple: [Norman Borlaug, employer, Texas A&M University]
Generated description
Texas A&M University is a major public research university in College Station, Texas, known for its strong programs in agriculture, engineering, and the sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas A&M University
Target entity description: Texas A&M University is a major public research university in College Station, Texas, known for its strong programs in agriculture, engineering, and the sciences.
  • A. Rice University
    Rice University is a private research university in Houston, Texas, known for its strong programs in science and engineering, small student body, and high level of research activity.
  • B. Oregon State University
    Oregon State University is a public research university in Corvallis, Oregon, known for its strong programs in engineering, forestry, and agricultural sciences.
  • C. University of California, Berkeley
    The University of California, Berkeley is a leading public research university renowned for its academic excellence, groundbreaking innovation, and historic role in social and political movements.
  • D. Southwest Center for Advanced Studies (predecessor of UT Dallas)
    The Southwest Center for Advanced Studies was a graduate research institution in Texas that evolved into the University of Texas at Dallas, helping lay the foundation for the university’s strong focus on science and engineering.
  • E. University of Pennsylvania
    The University of Pennsylvania is a prestigious Ivy League research university in Philadelphia known for its strong programs across disciplines, including engineering, business, law, and medicine.
  • 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_69a238d6b47881909e68288aed2fd858 completed Feb. 28, 2026, 12:37 a.m.
NER Named-entity recognition batch_69a2399c646c8190b4977ed56b8835a8 completed Feb. 28, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69a248d5b92481909a846984a8639067 completed Feb. 28, 2026, 1:45 a.m.
NEDg Description generation batch_69a24b7dd264819084b601cf7a4557ff completed Feb. 28, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_69a24c05ab408190a7f3ece62f39977d completed Feb. 28, 2026, 1:59 a.m.
Created at: Feb. 28, 2026, 12:40 a.m.