Triple

T15927281
Position Surface form Disambiguated ID Type / Status
Subject Wayne Hays E386234 entity
Predicate employer P7 FINISHED
Object Arkansas State Police
The Arkansas State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Arkansas.
 E1184857 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 Police | Statement: [Wayne Hays, employer, Arkansas State Police]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas State Police
Context triple: [Wayne Hays, employer, Arkansas State Police]
  • A. Mississippi Highway Patrol
    The Mississippi Highway Patrol is the statewide law enforcement agency responsible for traffic safety, highway law enforcement, and related public safety services across Mississippi’s roadways.
  • B. Missouri State Highway Patrol
    The Missouri State Highway Patrol is a statewide law enforcement agency responsible for traffic safety, criminal investigations, and public safety services across the state of Missouri.
  • C. Kentucky State Police
    The Kentucky State Police is the statewide law enforcement agency responsible for public safety, criminal investigations, and highway patrol across the Commonwealth of Kentucky.
  • D. North Carolina State Highway Patrol
    The North Carolina State Highway Patrol is a statewide law enforcement agency responsible for traffic safety, highway law enforcement, and support to local police across North Carolina.
  • E. Oklahoma Department of Public Safety
    The Oklahoma Department of Public Safety is the state agency responsible for law enforcement services, highway patrol, driver licensing, and overall public safety administration in Oklahoma.
  • 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 Police
Triple: [Wayne Hays, employer, Arkansas State Police]
Generated description
The Arkansas State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas State Police
Target entity description: The Arkansas State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Arkansas.
  • A. Mississippi Highway Patrol
    The Mississippi Highway Patrol is the statewide law enforcement agency responsible for traffic safety, highway law enforcement, and related public safety services across Mississippi’s roadways.
  • B. Missouri State Highway Patrol
    The Missouri State Highway Patrol is a statewide law enforcement agency responsible for traffic safety, criminal investigations, and public safety services across the state of Missouri.
  • C. Kentucky State Police
    The Kentucky State Police is the statewide law enforcement agency responsible for public safety, criminal investigations, and highway patrol across the Commonwealth of Kentucky.
  • D. North Carolina State Highway Patrol
    The North Carolina State Highway Patrol is a statewide law enforcement agency responsible for traffic safety, highway law enforcement, and support to local police across North Carolina.
  • E. Oklahoma Department of Public Safety
    The Oklahoma Department of Public Safety is the state agency responsible for law enforcement services, highway patrol, driver licensing, and overall public safety administration in Oklahoma.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156872964819083a2fb9f86df61ba completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5b0833081909668c042234b5b75 completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb6a526188190be80658fb23cacbd completed May 9, 2026, 10:35 p.m.
NED2 Entity disambiguation (via description) batch_69ffb71cea948190a1c5998654aee8d5 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:52 a.m.