Triple

T2886214
Position Surface form Disambiguated ID Type / Status
Subject Norris Church Mailer E59511 entity
Predicate educatedAt P5 FINISHED
Object Arkansas Tech University
Arkansas Tech University is a public university in Russellville, Arkansas, known for its comprehensive undergraduate and graduate programs and regional focus on applied sciences, education, and professional studies.
 E318917 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: Arkansas Tech University | Statement: [Norris Church Mailer, educatedAt, Arkansas Tech University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Tech University
Context triple: [Norris Church Mailer, educatedAt, Arkansas Tech University]
  • A. University of Arkansas
    The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
  • B. Texas A&M University–Texarkana
    Texas A&M University–Texarkana is a regional public university in Texarkana, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
  • C. Louisiana Tech University
    Louisiana Tech University is a public research university in Ruston, Louisiana, known for its engineering, science, and business programs and its NCAA Division I athletic teams, the Louisiana Tech Bulldogs.
  • D. University of Central Arkansas
    The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
  • E. Tennessee Tech University
    Tennessee Tech University is a public university in Cookeville, Tennessee, known for its strong engineering and technology programs and competitive NCAA Division I athletics.
  • 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: Arkansas Tech University
Triple: [Norris Church Mailer, educatedAt, Arkansas Tech University]
Generated description
Arkansas Tech University is a public university in Russellville, Arkansas, known for its comprehensive undergraduate and graduate programs and regional focus on applied sciences, education, and professional studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas Tech University
Target entity description: Arkansas Tech University is a public university in Russellville, Arkansas, known for its comprehensive undergraduate and graduate programs and regional focus on applied sciences, education, and professional studies.
  • A. University of Arkansas
    The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
  • B. Texas A&M University–Texarkana
    Texas A&M University–Texarkana is a regional public university in Texarkana, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
  • C. Louisiana Tech University
    Louisiana Tech University is a public research university in Ruston, Louisiana, known for its engineering, science, and business programs and its NCAA Division I athletic teams, the Louisiana Tech Bulldogs.
  • D. University of Central Arkansas
    The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
  • E. Tennessee Tech University
    Tennessee Tech University is a public university in Cookeville, Tennessee, known for its strong engineering and technology programs and competitive NCAA Division I athletics.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe0463ccc8190bf08330f40d0cfdc completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b12e0c57b481908726496e6c2fc395 completed March 11, 2026, 8:55 a.m.
NEDg Description generation batch_69b138e5b1b0819088ce1fb3647f472b completed March 11, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69b1caf968148190b01be959b7e7679f completed March 11, 2026, 8:05 p.m.
Created at: March 6, 2026, 10:03 p.m.