Triple

T7732318
Position Surface form Disambiguated ID Type / Status
Subject Bryan, Texas E175288 entity
Predicate majorHighway P385 FINISHED
Object State Highway 47 (Texas)
State Highway 47 (Texas) is a state highway in the Bryan–College Station area that serves as a key connector route supporting regional traffic and access to local institutions.
E684043 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: State Highway 47 (Texas) | Statement: [Bryan, Texas, majorHighway, State Highway 47 (Texas)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 47 (Texas)
Context triple: [Bryan, Texas, majorHighway, State Highway 47 (Texas)]
  • A. 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.
  • B. 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.
  • C. Texas State Highway 71
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • D. Texas State Highway 144
    Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
  • E. Texas State Highway 40
    Texas State Highway 40 is a state highway in Texas that serves as a key east–west route through the College Station area, improving local and regional connectivity.
  • 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: State Highway 47 (Texas)
Triple: [Bryan, Texas, majorHighway, State Highway 47 (Texas)]
Generated description
State Highway 47 (Texas) is a state highway in the Bryan–College Station area that serves as a key connector route supporting regional traffic and access to local institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 47 (Texas)
Target entity description: State Highway 47 (Texas) is a state highway in the Bryan–College Station area that serves as a key connector route supporting regional traffic and access to local institutions.
  • A. 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.
  • B. 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.
  • C. Texas State Highway 71
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • D. Texas State Highway 144
    Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
  • E. Texas State Highway 40
    Texas State Highway 40 is a state highway in Texas that serves as a key east–west route through the College Station area, improving local and regional connectivity.
  • 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_69c6995e912c81909a49a2657103f786 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7033863d881909451a4f9675021a3 completed March 27, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b531a7f481908e4ff7f15b851070 completed March 29, 2026, 5:14 a.m.
NEDg Description generation batch_69c8b5fbda848190b09172740371fd47 completed March 29, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69c8b675ddb0819085d79dbba560d08f completed March 29, 2026, 5:19 a.m.
Created at: March 27, 2026, 4:06 p.m.