Triple

T12777663
Position Surface form Disambiguated ID Type / Status
Subject Hewitt, Texas E305418 entity
Predicate hasTransportationAccess P1298 FINISHED
Object Texas State Highway 84
Texas State Highway 84 is a state-maintained roadway in Texas that serves as a regional connector route through communities such as Hewitt.
 E1105713 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: Texas State Highway 84 | Statement: [Hewitt, Texas, hasTransportationAccess, Texas State Highway 84]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 84
Context triple: [Hewitt, Texas, hasTransportationAccess, Texas State Highway 84]
  • A. Texas State Highway 8
    Texas State Highway 8 is a state highway in Texas that runs through several rural communities in the northeastern part of the state, serving as a regional connector route.
  • B. Texas State Highway 48
    Texas State Highway 48 is a state highway in southern Texas that connects the city of Brownsville to the Port of Brownsville and nearby areas in Cameron County.
  • C. Texas State Highway 158
    Texas State Highway 158 is a major east–west state highway in West Texas that connects the Midland area with other regional communities and routes.
  • D. Texas State Highway 64
    Texas State Highway 64 is a state highway in Texas that runs east–west across several counties, connecting communities in East Texas to the city of Tyler and other regional routes.
  • E. Texas State Highway 54
    Texas State Highway 54 is a north–south state highway in far West Texas that connects the town of Van Horn in Culberson County to U.S. Route 62/180 near the Guadalupe Mountains.
  • 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: Texas State Highway 84
Triple: [Hewitt, Texas, hasTransportationAccess, Texas State Highway 84]
Generated description
Texas State Highway 84 is a state-maintained roadway in Texas that serves as a regional connector route through communities such as Hewitt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 84
Target entity description: Texas State Highway 84 is a state-maintained roadway in Texas that serves as a regional connector route through communities such as Hewitt.
  • A. Texas State Highway 8
    Texas State Highway 8 is a state highway in Texas that runs through several rural communities in the northeastern part of the state, serving as a regional connector route.
  • B. Texas State Highway 48
    Texas State Highway 48 is a state highway in southern Texas that connects the city of Brownsville to the Port of Brownsville and nearby areas in Cameron County.
  • C. Texas State Highway 158
    Texas State Highway 158 is a major east–west state highway in West Texas that connects the Midland area with other regional communities and routes.
  • D. Texas State Highway 64
    Texas State Highway 64 is a state highway in Texas that runs east–west across several counties, connecting communities in East Texas to the city of Tyler and other regional routes.
  • E. Texas State Highway 54
    Texas State Highway 54 is a north–south state highway in far West Texas that connects the town of Van Horn in Culberson County to U.S. Route 62/180 near the Guadalupe Mountains.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e595e008190b42dff3012d17d66 completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8a9a12008190a86d8e11bf86d536 completed May 8, 2026, 7:02 a.m.
NEDg Description generation batch_69fd8bf77e08819080d7df36e4897b61 completed May 8, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c8859b08190857db55e36f2a11a completed May 8, 2026, 7:11 a.m.
Created at: April 9, 2026, 5:29 p.m.