Triple

T12421312
Position Surface form Disambiguated ID Type / Status
Subject Bandera County E296777 entity
Predicate hasCommunity P2605 FINISHED
Object Lakehills
Lakehills is an unincorporated lakeside community and popular recreational area in Bandera County, Texas, known for its proximity to Medina Lake.
E980449 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: Lakehills | Statement: [Bandera County, hasCommunity, Lakehills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lakehills
Context triple: [Bandera County, hasCommunity, Lakehills]
  • A. Evendim Hills
    Evendim Hills is a hilly region in northwestern Middle-earth, near Lake Evendim, featured in J.R.R. Tolkien’s legendarium.
  • B. Dongan Hills
    Dongan Hills is a residential neighborhood on Staten Island, New York City, known for its suburban character and proximity to the borough’s eastern shoreline.
  • C. Iron Hills
    Iron Hills is a range of mountains in J.R.R. Tolkien’s Middle-earth, known as a stronghold of the Dwarves and a key strategic region in the northeast of Rhovanion.
  • D. Mayhill
    Mayhill is a small rural community located in the Sacramento Mountains of southern New Mexico, known for its forested surroundings and outdoor recreation opportunities.
  • E. Remete Hills
    Remete Hills is a smaller hilly area that forms part of the Buda Hills region near Budapest, Hungary, known for its natural landscapes and hiking opportunities.
  • 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: Lakehills
Triple: [Bandera County, hasCommunity, Lakehills]
Generated description
Lakehills is an unincorporated lakeside community and popular recreational area in Bandera County, Texas, known for its proximity to Medina Lake.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lakehills
Target entity description: Lakehills is an unincorporated lakeside community and popular recreational area in Bandera County, Texas, known for its proximity to Medina Lake.
  • A. Evendim Hills
    Evendim Hills is a hilly region in northwestern Middle-earth, near Lake Evendim, featured in J.R.R. Tolkien’s legendarium.
  • B. Dongan Hills
    Dongan Hills is a residential neighborhood on Staten Island, New York City, known for its suburban character and proximity to the borough’s eastern shoreline.
  • C. Iron Hills
    Iron Hills is a range of mountains in J.R.R. Tolkien’s Middle-earth, known as a stronghold of the Dwarves and a key strategic region in the northeast of Rhovanion.
  • D. Mayhill
    Mayhill is a small rural community located in the Sacramento Mountains of southern New Mexico, known for its forested surroundings and outdoor recreation opportunities.
  • E. Remete Hills
    Remete Hills is a smaller hilly area that forms part of the Buda Hills region near Budapest, Hungary, known for its natural landscapes and hiking opportunities.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d702b1481909db5f5bed6292ce0 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349552fc81909fe73dea082e3a25 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356c21908190b34d1324da8f8052 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f63693f5c881909a9683a0c6a68739 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.