Triple

T13012748
Position Surface form Disambiguated ID Type / Status
Subject North Central Expressway (US 75) E322460 entity
Predicate alsoKnownAs P39 FINISHED
Object US Highway 75 in Texas
US Highway 75 in Texas is a major north–south U.S. highway that runs from the Dallas–Fort Worth area through several North Texas cities toward the Oklahoma state line, serving as a key commuter and regional transportation corridor.
 E1017320 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: US Highway 75 in Texas | Statement: [North Central Expressway (US 75), alsoKnownAs, US Highway 75 in Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: US Highway 75 in Texas
Context triple: [North Central Expressway (US 75), alsoKnownAs, US Highway 75 in Texas]
  • A. U.S. Route 77 in Texas
    U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
  • B. Texas State Highway 75
    Texas State Highway 75 is a north–south state highway in eastern Texas that largely follows the former route of U.S. Highway 75 between Houston and Dallas, serving communities such as those in Walker County.
  • C. Texas State Highway 78
    Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
  • D. Texas State Highway 7
    Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
  • E. Texas State Highway 70
    Texas State Highway 70 is a north–south state highway in Texas that runs through the Texas Panhandle and central regions, connecting several rural communities and serving as an important regional transportation 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: US Highway 75 in Texas
Triple: [North Central Expressway (US 75), alsoKnownAs, US Highway 75 in Texas]
Generated description
US Highway 75 in Texas is a major north–south U.S. highway that runs from the Dallas–Fort Worth area through several North Texas cities toward the Oklahoma state line, serving as a key commuter and regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: US Highway 75 in Texas
Target entity description: US Highway 75 in Texas is a major north–south U.S. highway that runs from the Dallas–Fort Worth area through several North Texas cities toward the Oklahoma state line, serving as a key commuter and regional transportation corridor.
  • A. U.S. Route 77 in Texas
    U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
  • B. Texas State Highway 75
    Texas State Highway 75 is a north–south state highway in eastern Texas that largely follows the former route of U.S. Highway 75 between Houston and Dallas, serving communities such as those in Walker County.
  • C. Texas State Highway 78
    Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
  • D. Texas State Highway 7
    Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
  • E. Texas State Highway 70
    Texas State Highway 70 is a north–south state highway in Texas that runs through the Texas Panhandle and central regions, connecting several rural communities and serving as an important regional transportation 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecbb8f4819094d55eb07cb5ad97 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbc77f308190b3b47f7a092db434 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd3d5090819091b65f544ad139fd completed May 3, 2026, 4:21 a.m.
NED2 Entity disambiguation (via description) batch_69f6cdc8d52c819083717a455d589646 completed May 3, 2026, 4:23 a.m.
Created at: April 9, 2026, 8:49 p.m.