Triple

T4357998
Position Surface form Disambiguated ID Type / Status
Subject Forrest City, Arkansas E98596 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
E432951 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 1 | Statement: [Forrest City, Arkansas, hasMajorHighway, Arkansas Highway 1]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 1
Context triple: [Forrest City, Arkansas, hasMajorHighway, Arkansas Highway 1]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. U.S. Route 67
    U.S. Route 67 is a major north–south U.S. Highway running from the U.S.–Mexico border in Texas through several central states to the Midwest, serving as an important regional transportation corridor.
  • E. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • 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 1
Triple: [Forrest City, Arkansas, hasMajorHighway, Arkansas Highway 1]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 1
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. U.S. Route 67
    U.S. Route 67 is a major north–south U.S. Highway running from the U.S.–Mexico border in Texas through several central states to the Midwest, serving as an important regional transportation corridor.
  • E. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • 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_69b3454c772081908e20173e379e8ebe completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c7fa1881908bdc844a7142eb65 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbbcb6188190a8a4da6a080f0d61 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dc7763488190b056ba759ac9fa73 completed March 14, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5dd07854c8190ac55586d245028a6 completed March 14, 2026, 10:11 p.m.
Created at: March 12, 2026, 11:16 p.m.