Triple

T2085211

Position	Surface form	Disambiguated ID	Type / Status
Subject	Orange County, North Carolina	`E45332`	entity
Predicate	hasMajorHighway	`P385`	FINISHED
Object	North Carolina Highway 86 North Carolina Highway 86 is a primary state highway running through central North Carolina, connecting communities such as Chapel Hill and Hillsborough and serving as a key north–south route in the region.	`E231997`	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 86 | Statement: [Orange County, North Carolina, hasMajorHighway, North Carolina Highway 86]

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

Target entity: North Carolina Highway 86
Context triple: [Orange County, North Carolina, hasMajorHighway, North Carolina Highway 86]

A. North Carolina Highway 87
North Carolina Highway 87 is a primary state highway running through central and southeastern North Carolina, connecting multiple counties and communities as a major regional transportation corridor.
B. North Carolina Highway 98
North Carolina Highway 98 is a primary state highway in North Carolina that runs east–west through the Research Triangle region, connecting communities such as Durham, Wake Forest, and surrounding areas.
C. North Carolina Highway 96
North Carolina Highway 96 is a primary state highway in North Carolina that runs north–south through several counties, connecting small towns and communities in the central and northern part of the state.
D. 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.
E. 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.
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 86
Triple: [Orange County, North Carolina, hasMajorHighway, North Carolina Highway 86]

Generated description

North Carolina Highway 86 is a primary state highway running through central North Carolina, connecting communities such as Chapel Hill and Hillsborough and serving as a key north–south route in the region.

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

Target entity: North Carolina Highway 86
Target entity description: North Carolina Highway 86 is a primary state highway running through central North Carolina, connecting communities such as Chapel Hill and Hillsborough and serving as a key north–south route in the region.

A. North Carolina Highway 87
North Carolina Highway 87 is a primary state highway running through central and southeastern North Carolina, connecting multiple counties and communities as a major regional transportation corridor.
B. North Carolina Highway 98
North Carolina Highway 98 is a primary state highway in North Carolina that runs east–west through the Research Triangle region, connecting communities such as Durham, Wake Forest, and surrounding areas.
C. North Carolina Highway 96
North Carolina Highway 96 is a primary state highway in North Carolina that runs north–south through several counties, connecting small towns and communities in the central and northern part of the state.
D. 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.
E. 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.
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_69a8891869c88190a02643e3bb746f59`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abba53d4488190a7d9eabcb6904e8e`	completed	March 7, 2026, 5:40 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae273f8e3481908c45f1686072a95d`	completed	March 9, 2026, 1:49 a.m.
NEDg	Description generation	`batch_69ae29284a90819088ce2344b139e714`	completed	March 9, 2026, 1:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae29c9b6ac8190a0256fb911afaf72`	completed	March 9, 2026, 2 a.m.

Created at: March 4, 2026, 7:41 p.m.