Triple

T16341147
Position Surface form Disambiguated ID Type / Status
Subject Yoakum County E396805 entity
Predicate hasTransportation P105 FINISHED
Object Texas State Highway 83
Texas State Highway 83 is a state-maintained roadway in Texas that serves as a regional connector route through the western part of the state, including rural counties such as Yoakum County.
 E1294141 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 83 | Statement: [Yoakum County, hasTransportation, Texas State Highway 83]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 83
Context triple: [Yoakum County, hasTransportation, Texas State Highway 83]
  • A. Texas State Highway 84
    Texas State Highway 84 is a state-maintained roadway in Texas that serves as a regional connector route through communities such as Hewitt.
  • B. Texas State Highway 8
    Texas State Highway 8 is a state highway in Texas that runs through several rural communities in the northeastern part of the state, serving as a regional connector route.
  • C. Texas State Highway 859
    Texas State Highway 859 is a short state highway in northeastern Texas that serves as a local connector route in and around the town of Edgewood.
  • D. Texas State Highway 158
    Texas State Highway 158 is a major east–west state highway in West Texas that connects the Midland area with other regional communities and routes.
  • E. Texas State Highway 385
    Texas State Highway 385 is a state highway in Texas that runs through the Texas Panhandle, connecting rural communities and agricultural areas, including parts of Lamb County.
  • 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 83
Triple: [Yoakum County, hasTransportation, Texas State Highway 83]
Generated description
Texas State Highway 83 is a state-maintained roadway in Texas that serves as a regional connector route through the western part of the state, including rural counties such as Yoakum County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 83
Target entity description: Texas State Highway 83 is a state-maintained roadway in Texas that serves as a regional connector route through the western part of the state, including rural counties such as Yoakum County.
  • A. Texas State Highway 84
    Texas State Highway 84 is a state-maintained roadway in Texas that serves as a regional connector route through communities such as Hewitt.
  • B. Texas State Highway 8
    Texas State Highway 8 is a state highway in Texas that runs through several rural communities in the northeastern part of the state, serving as a regional connector route.
  • C. Texas State Highway 859
    Texas State Highway 859 is a short state highway in northeastern Texas that serves as a local connector route in and around the town of Edgewood.
  • D. Texas State Highway 158
    Texas State Highway 158 is a major east–west state highway in West Texas that connects the Midland area with other regional communities and routes.
  • E. Texas State Highway 385
    Texas State Highway 385 is a state highway in Texas that runs through the Texas Panhandle, connecting rural communities and agricultural areas, including parts of Lamb County.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da0ad510819082e440f5e2bceada completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313aa65a481909707b1e7a6d6ce6f completed May 12, 2026, 11:48 a.m.
NEDg Description generation batch_6a0314a4fa748190a63ecda792b7669a completed May 12, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0315a8d6e88190b6d532f22dd8088c completed May 12, 2026, 11:57 a.m.
Created at: April 10, 2026, 5:07 a.m.