Triple

T788168
Position Surface form Disambiguated ID Type / Status
Subject Town of Chapel Hill E16849 entity
Predicate hasMajorRoad P385 FINISHED
Object North Carolina Highway 54
North Carolina Highway 54 is a primary state highway in North Carolina that connects the Research Triangle’s major communities, including Durham, Chapel Hill, and Cary, serving as a key commuter and commercial corridor.
E102456 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 54 | Statement: [Town of Chapel Hill, hasMajorRoad, North Carolina Highway 54]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Carolina Highway 54
Context triple: [Town of Chapel Hill, hasMajorRoad, North Carolina Highway 54]
  • 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 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.
  • C. North Carolina Highway 902
    North Carolina Highway 902 is a primary state highway in central North Carolina that serves as an important east–west route through rural Chatham County and surrounding areas.
  • D. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • E. Interstate 77
    Interstate 77 is a major north–south U.S. highway running from South Carolina through several states, including West Virginia and Ohio, to northeastern Ohio near Lake Erie.
  • 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 54
Triple: [Town of Chapel Hill, hasMajorRoad, North Carolina Highway 54]
Generated description
North Carolina Highway 54 is a primary state highway in North Carolina that connects the Research Triangle’s major communities, including Durham, Chapel Hill, and Cary, serving as a key commuter and commercial corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Carolina Highway 54
Target entity description: North Carolina Highway 54 is a primary state highway in North Carolina that connects the Research Triangle’s major communities, including Durham, Chapel Hill, and Cary, serving as a key commuter and commercial corridor.
  • 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 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.
  • C. North Carolina Highway 902
    North Carolina Highway 902 is a primary state highway in central North Carolina that serves as an important east–west route through rural Chatham County and surrounding areas.
  • D. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • E. Interstate 77
    Interstate 77 is a major north–south U.S. highway running from South Carolina through several states, including West Virginia and Ohio, to northeastern Ohio near Lake Erie.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a782fe988190966b958673fe12bf completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3afbb0c8190b4e7aa7824c8b787 completed March 4, 2026, 3:14 a.m.
NEDg Description generation batch_69a7a6b6741081908d14a974a7f55fbc completed March 4, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69a7a8ad0c2c8190921ace3db1cd2608 completed March 4, 2026, 3:36 a.m.
Created at: March 1, 2026, 7:38 p.m.