Triple

T15446029
Position Surface form Disambiguated ID Type / Status
Subject Arkansas State University E370024 entity
Predicate systemMembership P10 FINISHED
Object Arkansas State University System
The Arkansas State University System is a network of public higher education institutions in Arkansas overseen by a central governing body that coordinates academics, administration, and resources across its member campuses.
 E1178170 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 State University System | Statement: [Arkansas State University, systemMembership, Arkansas State University System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas State University System
Context triple: [Arkansas State University, systemMembership, Arkansas State University System]
  • A. Arkansas State University
    Arkansas State University is a public research university in Jonesboro, Arkansas, known for its Red Wolves athletic programs and comprehensive undergraduate and graduate offerings.
  • B. University of Arkansas System
    The University of Arkansas System is a statewide public university system that oversees multiple campuses and educational institutions across Arkansas.
  • C. 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.
  • D. Arkansas State Normal School
    Arkansas State Normal School was the original teacher-training institution that later evolved into the University of Central Arkansas.
  • E. 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.
  • 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 State University System
Triple: [Arkansas State University, systemMembership, Arkansas State University System]
Generated description
The Arkansas State University System is a network of public higher education institutions in Arkansas overseen by a central governing body that coordinates academics, administration, and resources across its member campuses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas State University System
Target entity description: The Arkansas State University System is a network of public higher education institutions in Arkansas overseen by a central governing body that coordinates academics, administration, and resources across its member campuses.
  • A. Arkansas State University
    Arkansas State University is a public research university in Jonesboro, Arkansas, known for its Red Wolves athletic programs and comprehensive undergraduate and graduate offerings.
  • B. University of Arkansas System
    The University of Arkansas System is a statewide public university system that oversees multiple campuses and educational institutions across Arkansas.
  • C. 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.
  • D. Arkansas State Normal School
    Arkansas State Normal School was the original teacher-training institution that later evolved into the University of Central Arkansas.
  • E. 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.
  • 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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ef767b4819099f2c0919a158321 completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff9978ae90819088bf7c8890b7a9a5 completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9a4499b08190b25759e757c402d4 completed May 9, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff9ab92c3081908d90e54b85e471f3 completed May 9, 2026, 8:36 p.m.
Created at: April 10, 2026, 3:21 a.m.