Triple

T21661173
Position Surface form Disambiguated ID Type / Status
Subject Lake Lyndon B. Johnson E534597 entity
Predicate hasShorelineCommunity P33430 FINISHED
Object Blue Lake Estates, Texas
Blue Lake Estates, Texas is a residential lakeside community situated along the shores of Lake Lyndon B. Johnson in the Texas Hill Country.
 E1495583 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: Blue Lake Estates, Texas | Statement: [Lake Lyndon B. Johnson, hasShorelineCommunity, Blue Lake Estates, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blue Lake Estates, Texas
Context triple: [Lake Lyndon B. Johnson, hasShorelineCommunity, Blue Lake Estates, Texas]
  • A. Lakeview, Texas
    Lakeview, Texas is a small unincorporated rural community located in Hall County in the Texas Panhandle.
  • B. Silver Lake, Texas
    Silver Lake, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • C. Springlake, Texas
    Springlake, Texas is a small rural town located in Castro County on the High Plains of the Texas Panhandle.
  • D. Lacy-Lakeview, Texas
    Lacy-Lakeview, Texas is a small city in Central Texas that forms part of the Waco metropolitan area.
  • E. El Lago, Texas
    El Lago, Texas is a small suburban city in Harris County near the shores of Clear Lake, known for its proximity to NASA’s Johnson Space Center and the greater Houston metropolitan area.
  • 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: Blue Lake Estates, Texas
Triple: [Lake Lyndon B. Johnson, hasShorelineCommunity, Blue Lake Estates, Texas]
Generated description
Blue Lake Estates, Texas is a residential lakeside community situated along the shores of Lake Lyndon B. Johnson in the Texas Hill Country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blue Lake Estates, Texas
Target entity description: Blue Lake Estates, Texas is a residential lakeside community situated along the shores of Lake Lyndon B. Johnson in the Texas Hill Country.
  • A. Lakeview, Texas
    Lakeview, Texas is a small unincorporated rural community located in Hall County in the Texas Panhandle.
  • B. Silver Lake, Texas
    Silver Lake, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • C. Springlake, Texas
    Springlake, Texas is a small rural town located in Castro County on the High Plains of the Texas Panhandle.
  • D. Lacy-Lakeview, Texas
    Lacy-Lakeview, Texas is a small city in Central Texas that forms part of the Waco metropolitan area.
  • E. El Lago, Texas
    El Lago, Texas is a small suburban city in Harris County near the shores of Clear Lake, known for its proximity to NASA’s Johnson Space Center and the greater Houston metropolitan area.
  • 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c07bcb88190a9864672c20325ff completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a159c33788190bf71df313526b663 completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16c278188190855335930666cede completed May 17, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17a2c81481908e229ea58e61843e completed May 17, 2026, 7:31 p.m.
Created at: April 16, 2026, 6:36 p.m.