Triple

T2448513
Position Surface form Disambiguated ID Type / Status
Subject Pampa, Texas E53647 entity
Predicate majorHighway P385 FINISHED
Object Texas State Highway 152
Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
 E329007 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 152 | Statement: [Pampa, Texas, majorHighway, Texas State Highway 152]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 152
Context triple: [Pampa, Texas, majorHighway, Texas State Highway 152]
  • A. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • B. Texas State Highway 190
    Texas State Highway 190, commonly known as the President George Bush Turnpike, is a major east–west toll roadway in the Dallas–Fort Worth metropolitan area of Texas.
  • C. Texas State Highway 171
    Texas State Highway 171 is a state highway in Texas that runs through multiple counties in the north-central part of the state, connecting several small towns and rural areas.
  • D. Texas State Highway 121
    Texas State Highway 121 is a major north–south state highway in the Dallas–Fort Worth metropolitan area of Texas, serving as a key commuter and regional connector route.
  • E. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • 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 152
Triple: [Pampa, Texas, majorHighway, Texas State Highway 152]
Generated description
Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 152
Target entity description: Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • A. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • B. Texas State Highway 190
    Texas State Highway 190, commonly known as the President George Bush Turnpike, is a major east–west toll roadway in the Dallas–Fort Worth metropolitan area of Texas.
  • C. Texas State Highway 171
    Texas State Highway 171 is a state highway in Texas that runs through multiple counties in the north-central part of the state, connecting several small towns and rural areas.
  • D. Texas State Highway 121
    Texas State Highway 121 is a major north–south state highway in the Dallas–Fort Worth metropolitan area of Texas, serving as a key commuter and regional connector route.
  • E. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • 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_69ab495d227c8190b26ae6548eeb1019 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd0dc7ed88190920afd4817c621c9 completed March 7, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69b20f1e61308190be9604bce0be83d2 completed March 12, 2026, 12:55 a.m.
NEDg Description generation batch_69b210ea15788190aa00dcfaabcca47a completed March 12, 2026, 1:03 a.m.
NED2 Entity disambiguation (via description) batch_69b2117703b08190acb25f3f96469a1e completed March 12, 2026, 1:05 a.m.
Created at: March 6, 2026, 9:43 p.m.