Triple

T5355623
Position Surface form Disambiguated ID Type / Status
Subject Williamson County, Texas E102681 entity
Predicate hasRiver P165 FINISHED
Object Brushy Creek
Brushy Creek is a stream in Central Texas that flows through Williamson County and serves as a local natural and recreational resource.
E742716 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: Brushy Creek | Statement: [Williamson County, Texas, hasRiver, Brushy Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brushy Creek
Context triple: [Williamson County, Texas, hasRiver, Brushy Creek]
  • A. Camp Creek
    Camp Creek is a stream in southern West Virginia that flows through and gives its name to Camp Creek State Park.
  • B. Brush Creek
    Brush Creek is a small urban waterway running through Kansas City, Missouri, known for its scenic corridor alongside the Country Club Plaza and its history of flooding and subsequent flood-control improvements.
  • C. Ballenger Creek
    Ballenger Creek is a stream in Frederick County, Maryland, that flows through suburban and rural areas before joining the Monocacy River.
  • D. Callaway Creek
    Callaway Creek is a small waterway in Florida that serves as one of the tributary streams flowing into St. Andrews Bay.
  • E. Cedar Creek
    Cedar Creek is a smaller stream in Michigan that feeds into the Muskegon River as one of its tributaries.
  • 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: Brushy Creek
Triple: [Williamson County, Texas, hasRiver, Brushy Creek]
Generated description
Brushy Creek is a stream in Central Texas that flows through Williamson County and serves as a local natural and recreational resource.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brushy Creek
Target entity description: Brushy Creek is a stream in Central Texas that flows through Williamson County and serves as a local natural and recreational resource.
  • A. Camp Creek
    Camp Creek is a stream in southern West Virginia that flows through and gives its name to Camp Creek State Park.
  • B. Brush Creek
    Brush Creek is a small urban waterway running through Kansas City, Missouri, known for its scenic corridor alongside the Country Club Plaza and its history of flooding and subsequent flood-control improvements.
  • C. Ballenger Creek
    Ballenger Creek is a stream in Frederick County, Maryland, that flows through suburban and rural areas before joining the Monocacy River.
  • D. Callaway Creek
    Callaway Creek is a small waterway in Florida that serves as one of the tributary streams flowing into St. Andrews Bay.
  • E. Cedar Creek
    Cedar Creek is a smaller stream in Michigan that feeds into the Muskegon River as one of its tributaries.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd862f0ea48190bec78690ab3bee51 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce88013b58819098bb60188fee1465 completed April 2, 2026, 3:15 p.m.
NEDg Description generation batch_69ce8a442b508190bd8319fda51edc4b completed April 2, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ce8afff50c8190b2dd1a7e0a5a130b completed April 2, 2026, 3:28 p.m.
Created at: March 20, 2026, 2:01 p.m.