Triple

T5108688

Position	Surface form	Disambiguated ID	Type / Status
Subject	Roxboro, North Carolina	`E115160`	entity
Predicate	hasTransportation	`P105`	FINISHED
Object	North Carolina Highway 57 North Carolina Highway 57 is a primary state highway in North Carolina that runs through rural communities and small towns in the north-central part of the state, including Roxboro.	`E495303`	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 57 | Statement: [Roxboro, North Carolina, hasTransportation, North Carolina Highway 57]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: North Carolina Highway 57
Context triple: [Roxboro, North Carolina, hasTransportation, North Carolina Highway 57]

A. North Carolina Highway 55
North Carolina Highway 55 is a primary state highway in North Carolina that runs through the town of Apex and connects several communities in the central and eastern parts of the state.
B. North Carolina Highway 56
North Carolina Highway 56 is a primary state highway in North Carolina that connects several communities in the north-central part of the state, including the Town of Butner.
C. North Carolina Highway 73
North Carolina Highway 73 is an east–west state highway in North Carolina that connects several Piedmont communities and serves as a regional route for local and through traffic.
D. North Carolina Highway 49
North Carolina Highway 49 is a primary state highway running generally southwest–northeast across central North Carolina, connecting cities such as Charlotte, Asheboro, and Roxboro.
E. North Carolina Highway 75
North Carolina Highway 75 is a primary state highway in North Carolina that connects the city of Monroe to communities near the South Carolina border, serving as an important regional route in the south-central part of the state.
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 57
Triple: [Roxboro, North Carolina, hasTransportation, North Carolina Highway 57]

Generated description

North Carolina Highway 57 is a primary state highway in North Carolina that runs through rural communities and small towns in the north-central part of the state, including Roxboro.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: North Carolina Highway 57
Target entity description: North Carolina Highway 57 is a primary state highway in North Carolina that runs through rural communities and small towns in the north-central part of the state, including Roxboro.

A. North Carolina Highway 55
North Carolina Highway 55 is a primary state highway in North Carolina that runs through the town of Apex and connects several communities in the central and eastern parts of the state.
B. North Carolina Highway 56
North Carolina Highway 56 is a primary state highway in North Carolina that connects several communities in the north-central part of the state, including the Town of Butner.
C. North Carolina Highway 73
North Carolina Highway 73 is an east–west state highway in North Carolina that connects several Piedmont communities and serves as a regional route for local and through traffic.
D. North Carolina Highway 49
North Carolina Highway 49 is a primary state highway running generally southwest–northeast across central North Carolina, connecting cities such as Charlotte, Asheboro, and Roxboro.
E. North Carolina Highway 75
North Carolina Highway 75 is a primary state highway in North Carolina that connects the city of Monroe to communities near the South Carolina border, serving as an important regional route in the south-central part of the state.
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_69bd4440b3348190be1251fd8b7951f1`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd75aa6b088190b02cdb66ec4a11f0`	completed	March 20, 2026, 4:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bec36fe8dc8190a391547043d28e11`	completed	March 21, 2026, 4:12 p.m.
NEDg	Description generation	`batch_69bec506d5b88190bcf6e7cb5f602c2f`	completed	March 21, 2026, 4:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69bec5ae111c8190914e93dc1680d36e`	completed	March 21, 2026, 4:22 p.m.

Created at: March 20, 2026, 1:41 p.m.