Triple

T23291837
Position Surface form Disambiguated ID Type / Status
Subject Hamlet, North Carolina E590052 entity
Predicate hasHighway P385 FINISHED
Object North Carolina Highway 381
North Carolina Highway 381 is a primary state highway in southern North Carolina that connects the town of Hamlet to the South Carolina state line.
 E1582129 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: North Carolina Highway 381 | Statement: [Hamlet, North Carolina, hasHighway, North Carolina Highway 381]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 381
Context triple: [Hamlet, North Carolina, hasHighway, North Carolina Highway 381]
  • A. North Carolina Highway 231
    North Carolina Highway 231 is a state highway in North Carolina that serves as a regional connector route in and around the town of Wendell.
  • B. North Carolina Highway 58
    North Carolina Highway 58 is a primary state highway running through eastern North Carolina, connecting inland communities with coastal areas and serving as a key route to popular beach destinations.
  • C. North Carolina Highway 345
    North Carolina Highway 345 is a state highway on Roanoke Island in North Carolina that serves as a local connector route between the island’s communities and nearby major roads.
  • D. North Carolina Highway 43
    North Carolina Highway 43 is a primary state highway in North Carolina that connects several communities in the eastern part of the state, serving as an important regional route for local and through traffic.
  • E. North Carolina Highway 89
    North Carolina Highway 89 is a primary state highway in northern North Carolina that connects the city of Mount Airy with surrounding rural communities and regional routes.
  • 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: North Carolina Highway 381
Triple: [Hamlet, North Carolina, hasHighway, North Carolina Highway 381]
Generated description
North Carolina Highway 381 is a primary state highway in southern North Carolina that connects the town of Hamlet to the South Carolina state line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 381
Target entity description: North Carolina Highway 381 is a primary state highway in southern North Carolina that connects the town of Hamlet to the South Carolina state line.
  • A. North Carolina Highway 231
    North Carolina Highway 231 is a state highway in North Carolina that serves as a regional connector route in and around the town of Wendell.
  • B. North Carolina Highway 58
    North Carolina Highway 58 is a primary state highway running through eastern North Carolina, connecting inland communities with coastal areas and serving as a key route to popular beach destinations.
  • C. North Carolina Highway 345
    North Carolina Highway 345 is a state highway on Roanoke Island in North Carolina that serves as a local connector route between the island’s communities and nearby major roads.
  • D. North Carolina Highway 43
    North Carolina Highway 43 is a primary state highway in North Carolina that connects several communities in the eastern part of the state, serving as an important regional route for local and through traffic.
  • E. North Carolina Highway 89
    North Carolina Highway 89 is a primary state highway in northern North Carolina that connects the city of Mount Airy with surrounding rural communities and regional routes.
  • 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_69e25d1af9d88190a0b9b5e8fa608618 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196cc20c08190a6a678befe1061dd completed April 29, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dbe95588190b637996b10c84304 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5e6aa3e48190874573d0f80f2093 completed May 19, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5eef81e48190b62da26fb8d65223 completed May 19, 2026, 1 p.m.
Created at: April 17, 2026, 5:02 p.m.