Triple

T8557263
Position Surface form Disambiguated ID Type / Status
Subject Midlothian, Texas E202602 entity
Predicate hasTransportation P105 FINISHED
Object Texas State Highway 287
Texas State Highway 287 is a major north–south state highway in Texas that connects numerous cities and towns, serving as an important regional transportation corridor.
E743283 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 287 | Statement: [Midlothian, Texas, hasTransportation, Texas State Highway 287]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 287
Context triple: [Midlothian, Texas, hasTransportation, Texas State Highway 287]
  • A. Texas State Highway 183
    Texas State Highway 183 is a major east–west roadway in the Dallas–Fort Worth metropolitan area that serves as a key commuter and freight corridor connecting several cities and highways across North Texas.
  • B. 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.
  • 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 288
    Texas State Highway 288 is a major north–south roadway in Texas that connects Houston with its southern suburbs and the Gulf Coast region.
  • 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 287
Triple: [Midlothian, Texas, hasTransportation, Texas State Highway 287]
Generated description
Texas State Highway 287 is a major north–south state highway in Texas that connects numerous cities and towns, serving as an important regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 287
Target entity description: Texas State Highway 287 is a major north–south state highway in Texas that connects numerous cities and towns, serving as an important regional transportation corridor.
  • A. Texas State Highway 183
    Texas State Highway 183 is a major east–west roadway in the Dallas–Fort Worth metropolitan area that serves as a key commuter and freight corridor connecting several cities and highways across North Texas.
  • B. 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.
  • 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 288
    Texas State Highway 288 is a major north–south roadway in Texas that connects Houston with its southern suburbs and the Gulf Coast region.
  • 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_69ca8326e6c881908ff720d6abaebdc5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe946d1408190adc7dfb7b2173f9d completed March 31, 2026, 3:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce893b24c0819094fead15749fe1ee completed April 2, 2026, 3:20 p.m.
NEDg Description generation batch_69ce8a9ba0448190ae7637f24b8a8032 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8bda33548190a8f6985a48d65a39 completed April 2, 2026, 3:31 p.m.
Created at: March 30, 2026, 6:20 p.m.