Triple

T15548365
Position Surface form Disambiguated ID Type / Status
Subject Clute, Texas E370671 entity
Predicate roadServedBy P385 FINISHED
Object Texas State Highway 332
Texas State Highway 332 is a state highway in southeastern Texas that connects inland communities such as Clute to the Gulf Coast near Surfside Beach.
 E1249292 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 332 | Statement: [Clute, Texas, roadServedBy, Texas State Highway 332]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 332
Context triple: [Clute, Texas, roadServedBy, Texas State Highway 332]
  • A. Texas State Highway 337
    Texas State Highway 337 is a scenic state highway in Texas known for winding through the Hill Country and offering popular routes for motorists and motorcyclists.
  • B. Texas State Highway 321
    Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
  • C. Texas State Highway 329
    Texas State Highway 329 is a state-maintained roadway in West Texas that serves as an important regional connector through sparsely populated oil- and ranching-country counties.
  • D. Texas State Highway 334
    Texas State Highway 334 is a short state highway in northeastern Texas that serves as a primary east–west connector through the Cedar Creek Lake area, including Gun Barrel City.
  • E. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • 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 332
Triple: [Clute, Texas, roadServedBy, Texas State Highway 332]
Generated description
Texas State Highway 332 is a state highway in southeastern Texas that connects inland communities such as Clute to the Gulf Coast near Surfside Beach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 332
Target entity description: Texas State Highway 332 is a state highway in southeastern Texas that connects inland communities such as Clute to the Gulf Coast near Surfside Beach.
  • A. Texas State Highway 337
    Texas State Highway 337 is a scenic state highway in Texas known for winding through the Hill Country and offering popular routes for motorists and motorcyclists.
  • B. Texas State Highway 321
    Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
  • C. Texas State Highway 329
    Texas State Highway 329 is a state-maintained roadway in West Texas that serves as an important regional connector through sparsely populated oil- and ranching-country counties.
  • D. Texas State Highway 334
    Texas State Highway 334 is a short state highway in northeastern Texas that serves as a primary east–west connector through the Cedar Creek Lake area, including Gun Barrel City.
  • E. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a93121881909d88ca55a39252ac completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a012ec19c508190912c3fe186f8a992 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a01313d46908190a8e6df35a4bcf7e8 completed May 11, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_6a013198d2d08190b593694809ac2ad6 completed May 11, 2026, 1:32 a.m.
Created at: April 10, 2026, 4:08 a.m.