Triple

T2581192
Position Surface form Disambiguated ID Type / Status
Subject Cooke County, Texas E57093 entity
Predicate hasMajorHighway P385 FINISHED
Object Texas State Highway 51
Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
 E342056 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 51 | Statement: [Cooke County, Texas, hasMajorHighway, Texas State Highway 51]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 51
Context triple: [Cooke County, Texas, hasMajorHighway, Texas State Highway 51]
  • A. Texas State Highway 5
    Texas State Highway 5 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas communities.
  • B. Texas State Highway 56
    Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • C. 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.
  • D. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • E. 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.
  • 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 51
Triple: [Cooke County, Texas, hasMajorHighway, Texas State Highway 51]
Generated description
Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 51
Target entity description: Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
  • A. Texas State Highway 5
    Texas State Highway 5 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas communities.
  • B. Texas State Highway 56
    Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • C. 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.
  • D. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • E. 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.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3c6da888190ba7abfe37d182602 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69b28db1ddec8190a6d346afc79cfd8e completed March 12, 2026, 9:56 a.m.
NEDg Description generation batch_69b28f6d8a948190b9aac1b90de472d6 completed March 12, 2026, 10:03 a.m.
NED2 Entity disambiguation (via description) batch_69b2c08b196881908e72596d54ab8873 completed March 12, 2026, 1:32 p.m.
Created at: March 6, 2026, 9:49 p.m.