Triple

T14969275
Position Surface form Disambiguated ID Type / Status
Subject Brownwood, Texas E373273 entity
Predicate nearLake P350 FINISHED
Object Lake Brownwood
Lake Brownwood is a reservoir in central Texas known for fishing, boating, and outdoor recreation, supported by the surrounding Lake Brownwood State Park.
 E1130158 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: Lake Brownwood | Statement: [Brownwood, Texas, nearLake, Lake Brownwood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lake Brownwood
Context triple: [Brownwood, Texas, nearLake, Lake Brownwood]
  • A. Lake Grapevine
    Lake Grapevine is a large multipurpose reservoir in North Texas known for supplying water to the Dallas–Fort Worth area and providing extensive recreational opportunities.
  • B. Lake Pflugerville
    Lake Pflugerville is a man-made reservoir and popular recreational lake in Pflugerville, Texas, known for activities like swimming, fishing, and kayaking.
  • C. Lake Hunt
    Lake Hunt is a small recreational lake located in or near Reidsville, North Carolina.
  • D. Dripping Springs Lake
    Dripping Springs Lake is a reservoir and recreational lake near Okmulgee, Oklahoma, known for fishing, boating, and outdoor activities.
  • E. 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.
  • 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: Lake Brownwood
Triple: [Brownwood, Texas, nearLake, Lake Brownwood]
Generated description
Lake Brownwood is a reservoir in central Texas known for fishing, boating, and outdoor recreation, supported by the surrounding Lake Brownwood State Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lake Brownwood
Target entity description: Lake Brownwood is a reservoir in central Texas known for fishing, boating, and outdoor recreation, supported by the surrounding Lake Brownwood State Park.
  • A. Lake Grapevine
    Lake Grapevine is a large multipurpose reservoir in North Texas known for supplying water to the Dallas–Fort Worth area and providing extensive recreational opportunities.
  • B. Lake Pflugerville
    Lake Pflugerville is a man-made reservoir and popular recreational lake in Pflugerville, Texas, known for activities like swimming, fishing, and kayaking.
  • C. Lake Hunt
    Lake Hunt is a small recreational lake located in or near Reidsville, North Carolina.
  • D. Dripping Springs Lake
    Dripping Springs Lake is a reservoir and recreational lake near Okmulgee, Oklahoma, known for fishing, boating, and outdoor activities.
  • E. 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.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6e44cb0819096e09f8026ef8174 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8be4b0a88190989022108a58370d completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8f4984088190a986a0c46a3e813e completed May 9, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69fe8fbe0e048190b9ce27737ff7d0c3 completed May 9, 2026, 1:37 a.m.
Created at: April 10, 2026, 2:49 a.m.