Triple

T7058630
Position Surface form Disambiguated ID Type / Status
Subject Huntsville, Arkansas E164158 entity
Predicate hasTransportation P105 FINISHED
Object Arkansas Highway 23
Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
E654959 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 23 | Statement: [Huntsville, Arkansas, hasTransportation, Arkansas Highway 23]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 23
Context triple: [Huntsville, Arkansas, hasTransportation, Arkansas Highway 23]
  • A. Arkansas Highway 12
    Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
  • B. 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.
  • C. Arkansas Highway 16
    Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional route.
  • D. Arkansas Highway 1
    Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation route.
  • E. Arkansas Highway 94
    Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
  • 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 23
Triple: [Huntsville, Arkansas, hasTransportation, Arkansas Highway 23]
Generated description
Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 23
Target entity description: Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
  • A. Arkansas Highway 12
    Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
  • B. 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.
  • C. Arkansas Highway 16
    Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional route.
  • D. Arkansas Highway 1
    Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation route.
  • E. Arkansas Highway 94
    Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
  • 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_69c68861678881909961ddf4d779f750 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e26b2acc8190b212ec77b74c419f completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e50580c08190aa737043ad7520a0 completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e6aab6548190b50202944f69c800 completed March 28, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_69c7e6f9997081908e1768bc22c5dd48 completed March 28, 2026, 2:34 p.m.
Created at: March 27, 2026, 2:38 p.m.