Triple

T10134509
Position Surface form Disambiguated ID Type / Status
Subject Harlingen, Texas E226821 entity
Predicate hasHighway P385 FINISHED
Object 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.
 E843224 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 48 | Statement: [Harlingen, Texas, hasHighway, Texas State Highway 48]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 48
Context triple: [Harlingen, Texas, hasHighway, Texas State Highway 48]
  • A. Texas State Highway 43
    Texas State Highway 43 is a state-maintained roadway in eastern Texas that connects several rural communities and regional routes across multiple counties.
  • B. Texas State Highway 42
    Texas State Highway 42 is a state-maintained roadway in East Texas that connects several communities while providing regional access to larger highways and local destinations.
  • C. Texas State Highway 45
    Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
  • D. Texas State Highway 51
    Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
  • E. Texas State Highway 34
    Texas State Highway 34 is a state highway in Texas that runs generally north–south through several counties, connecting rural communities and small cities in the eastern part 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: Texas State Highway 48
Triple: [Harlingen, Texas, hasHighway, Texas State Highway 48]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 48
Target entity description: 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.
  • A. Texas State Highway 43
    Texas State Highway 43 is a state-maintained roadway in eastern Texas that connects several rural communities and regional routes across multiple counties.
  • B. Texas State Highway 42
    Texas State Highway 42 is a state-maintained roadway in East Texas that connects several communities while providing regional access to larger highways and local destinations.
  • C. Texas State Highway 45
    Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
  • D. Texas State Highway 51
    Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
  • E. Texas State Highway 34
    Texas State Highway 34 is a state highway in Texas that runs generally north–south through several counties, connecting rural communities and small cities in the eastern part 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_69ca8433ec308190b8b25a6fe359c34c completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cde87e1f908190a53865420f2b8f93 completed April 2, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5d98a148190ada7082adb98ddaa completed April 5, 2026, 10:44 p.m.
NEDg Description generation batch_69d2e73e4d5081909f0068d3bed583d3 completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7eea4d88190a2ec6d22a83934b3 completed April 5, 2026, 10:53 p.m.
Created at: March 30, 2026, 9:06 p.m.