Triple

T5250814
Position Surface form Disambiguated ID Type / Status
Subject Jacksonville, North Carolina E118580 entity
Predicate majorHighway P385 FINISHED
Object North Carolina Highway 53
North Carolina Highway 53 is a primary state highway in southeastern North Carolina that connects Jacksonville with several nearby communities and serves as an important regional route.
 E508515 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 53 | Statement: [Jacksonville, North Carolina, majorHighway, North Carolina Highway 53]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 53
Context triple: [Jacksonville, North Carolina, majorHighway, North Carolina Highway 53]
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 53
Triple: [Jacksonville, North Carolina, majorHighway, North Carolina Highway 53]
Generated description
North Carolina Highway 53 is a primary state highway in southeastern North Carolina that connects Jacksonville with several nearby communities and serves as an important regional route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 53
Target entity description: North Carolina Highway 53 is a primary state highway in southeastern North Carolina that connects Jacksonville with several nearby communities and serves as an important regional route.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b79ae0c81908a9b8614f6886259 completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06bc1c0c8190abc1e24f99621e49 completed March 21, 2026, 8:59 p.m.
NEDg Description generation batch_69bf098637148190ab999486de995ee4 completed March 21, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69bf0a1675b8819084024aa2a99ec843 completed March 21, 2026, 9:13 p.m.
Created at: March 20, 2026, 1:50 p.m.