Triple

T15055566
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 67 E379481 entity
Predicate passesThrough P225 FINISHED
Object Big Lake, Texas
Big Lake, Texas is a small West Texas city that serves as the county seat of Reagan County and a regional hub for the surrounding oil and ranching area.
E1134954 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: Big Lake, Texas | Statement: [U.S. Route 67, passesThrough, Big Lake, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Lake, Texas
Context triple: [U.S. Route 67, passesThrough, Big Lake, Texas]
  • A. Double Oak Lake
    Double Oak Lake is a scenic recreational lake within Alabama’s Oak Mountain State Park, popular for activities such as swimming, fishing, and boating.
  • B. Beltzville Lake
    Beltzville Lake is a man-made reservoir in eastern Pennsylvania known for its recreational opportunities such as boating, fishing, and swimming within Beltzville State Park.
  • C. Progreso Lakes, Texas
    Progreso Lakes, Texas is a small city in Hidalgo County located in the Rio Grande Valley region of South Texas near the U.S.–Mexico border.
  • D. Dripping Springs Lake
    Dripping Springs Lake is a reservoir and recreational lake near Okmulgee, Oklahoma, known for fishing, boating, and outdoor activities.
  • E. Ray Roberts Lake
    Ray Roberts Lake is a large reservoir in North Texas popular for fishing, boating, and outdoor recreation within Ray Roberts Lake State Park.
  • 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: Big Lake, Texas
Triple: [U.S. Route 67, passesThrough, Big Lake, Texas]
Generated description
Big Lake, Texas is a small West Texas city that serves as the county seat of Reagan County and a regional hub for the surrounding oil and ranching area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Lake, Texas
Target entity description: Big Lake, Texas is a small West Texas city that serves as the county seat of Reagan County and a regional hub for the surrounding oil and ranching area.
  • A. Double Oak Lake
    Double Oak Lake is a scenic recreational lake within Alabama’s Oak Mountain State Park, popular for activities such as swimming, fishing, and boating.
  • B. Beltzville Lake
    Beltzville Lake is a man-made reservoir in eastern Pennsylvania known for its recreational opportunities such as boating, fishing, and swimming within Beltzville State Park.
  • C. Progreso Lakes, Texas
    Progreso Lakes, Texas is a small city in Hidalgo County located in the Rio Grande Valley region of South Texas near the U.S.–Mexico border.
  • D. Dripping Springs Lake
    Dripping Springs Lake is a reservoir and recreational lake near Okmulgee, Oklahoma, known for fishing, boating, and outdoor activities.
  • E. Ray Roberts Lake
    Ray Roberts Lake is a large reservoir in North Texas popular for fishing, boating, and outdoor recreation within Ray Roberts Lake State Park.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda937f788190899d81bbb2084443 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5c11fb4819086c4b85a8d29ccf7 completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea70a10b88190aac09e3b690afa6f completed May 9, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fea82a80888190bbb0de39a8959a6e completed May 9, 2026, 3:21 a.m.
Created at: April 10, 2026, 3:01 a.m.