Triple

T20052331
Position Surface form Disambiguated ID Type / Status
Subject Fordyce, Arkansas E499233 entity
Predicate hasTransportation P105 FINISHED
Object Arkansas Highway 8
Arkansas Highway 8 is a state highway in Arkansas that runs east–west across the southern part of the state, connecting several rural communities and small cities.
 E1410425 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 Highway 8 | Statement: [Fordyce, Arkansas, hasTransportation, Arkansas Highway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 8
Context triple: [Fordyce, Arkansas, hasTransportation, Arkansas Highway 8]
  • A. Arkansas Highway 88
    Arkansas Highway 88 is a state highway in western Arkansas known for traversing the scenic Ouachita Mountains and forming part of the Talimena Scenic Drive.
  • B. Arkansas Highway 89
    Arkansas Highway 89 is a state highway in central Arkansas that serves as a key regional connector route in and around the city of Lonoke.
  • C. Arkansas Highway 38
    Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and highways.
  • D. Arkansas Highway 7
    Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
  • E. Arkansas Highway 5
    Arkansas Highway 5 is a state highway in Arkansas that runs through central parts of the state, connecting communities such as Cabot and serving as a regional transportation route.
  • 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 Highway 8
Triple: [Fordyce, Arkansas, hasTransportation, Arkansas Highway 8]
Generated description
Arkansas Highway 8 is a state highway in Arkansas that runs east–west across the southern part of the state, connecting several rural communities and small cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 8
Target entity description: Arkansas Highway 8 is a state highway in Arkansas that runs east–west across the southern part of the state, connecting several rural communities and small cities.
  • A. Arkansas Highway 88
    Arkansas Highway 88 is a state highway in western Arkansas known for traversing the scenic Ouachita Mountains and forming part of the Talimena Scenic Drive.
  • B. Arkansas Highway 89
    Arkansas Highway 89 is a state highway in central Arkansas that serves as a key regional connector route in and around the city of Lonoke.
  • C. Arkansas Highway 38
    Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and highways.
  • D. Arkansas Highway 7
    Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
  • E. Arkansas Highway 5
    Arkansas Highway 5 is a state highway in Arkansas that runs through central parts of the state, connecting communities such as Cabot and serving as a regional transportation route.
  • 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_69da6276bcf48190aabbf279192a5fb4 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6632ee4d48190b9de3a1efa064492 completed April 20, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f31fcd88190a7ad0461610ebf57 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a081fbb7f208190a032f9f312fd07de completed May 16, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_6a08208c203c819083abea34d10d5e4e completed May 16, 2026, 7:45 a.m.
Created at: April 11, 2026, 3:38 p.m.