Triple

T15590591
Position Surface form Disambiguated ID Type / Status
Subject Oklahoma A&M Board of Regents E374732 entity
Predicate governs P760 FINISHED
Object Langston University
Langston University is a historically Black public university in Langston, Oklahoma, known as the only HBCU in the state and for its focus on agricultural, liberal arts, and professional programs.
 E1177684 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: Langston University | Statement: [Oklahoma A&M Board of Regents, governs, Langston University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langston University
Context triple: [Oklahoma A&M Board of Regents, governs, Langston University]
  • A. Tougaloo College
    Tougaloo College is a historically Black liberal arts institution in Mississippi known for its pivotal role in the Civil Rights Movement and its strong emphasis on social justice and academic excellence.
  • B. Miles College
    Miles College is a private historically Black liberal arts college located in Fairfield, Alabama.
  • C. Tuskegee University
    Tuskegee University is a historically Black university in Tuskegee, Alabama, renowned for its legacy in African American education, engineering, and the sciences.
  • D. Johnson C. Smith University
    Johnson C. Smith University is a private historically Black university known for its liberal arts programs and long-standing educational legacy in Charlotte, North Carolina.
  • E. Stillman College
    Stillman College is a private, historically Black liberal arts college located in Tuscaloosa, Alabama.
  • 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: Langston University
Triple: [Oklahoma A&M Board of Regents, governs, Langston University]
Generated description
Langston University is a historically Black public university in Langston, Oklahoma, known as the only HBCU in the state and for its focus on agricultural, liberal arts, and professional programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langston University
Target entity description: Langston University is a historically Black public university in Langston, Oklahoma, known as the only HBCU in the state and for its focus on agricultural, liberal arts, and professional programs.
  • A. Tougaloo College
    Tougaloo College is a historically Black liberal arts institution in Mississippi known for its pivotal role in the Civil Rights Movement and its strong emphasis on social justice and academic excellence.
  • B. Miles College
    Miles College is a private historically Black liberal arts college located in Fairfield, Alabama.
  • C. Tuskegee University
    Tuskegee University is a historically Black university in Tuskegee, Alabama, renowned for its legacy in African American education, engineering, and the sciences.
  • D. Johnson C. Smith University
    Johnson C. Smith University is a private historically Black university known for its liberal arts programs and long-standing educational legacy in Charlotte, North Carolina.
  • E. Stillman College
    Stillman College is a private, historically Black liberal arts college located in Tuscaloosa, Alabama.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e4b903c8190a35f9267cb38e721 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff908b1d6c819086441305b55f81fb completed May 9, 2026, 7:52 p.m.
NEDg Description generation batch_69ff92b08cac8190b654f4182c0fa7b4 completed May 9, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff935e5d3881908215b6f45b7b6bf5 completed May 9, 2026, 8:04 p.m.
Created at: April 10, 2026, 4:11 a.m.