Triple

T7004004
Position Surface form Disambiguated ID Type / Status
Subject Mansfield, Texas E162404 entity
Predicate majorHighway P385 FINISHED
Object Texas State Highway 157
Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
E649872 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 157 | Statement: [Mansfield, Texas, majorHighway, Texas State Highway 157]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 157
Context triple: [Mansfield, Texas, majorHighway, Texas State Highway 157]
  • A. 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.
  • B. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • 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 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.
  • E. Texas State Highway 19
    Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
  • 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 157
Triple: [Mansfield, Texas, majorHighway, Texas State Highway 157]
Generated description
Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 157
Target entity description: Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
  • A. 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.
  • B. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • 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 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.
  • E. Texas State Highway 19
    Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
  • 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_69c6885928148190ae31909fbb5e9849 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc12af788190b3d06ffc46568410 completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cbbd30e48190bbd75c8c442fea5a completed March 28, 2026, 12:38 p.m.
NEDg Description generation batch_69c7ccafd63c81908e5eab61ed615180 completed March 28, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd9966e481909eb3c23bb59777d9 completed March 28, 2026, 12:46 p.m.
Created at: March 27, 2026, 2:33 p.m.