Triple

T21986415
Position Surface form Disambiguated ID Type / Status
Subject Houston, Texas, United States E542971 entity
Predicate hasNeighborhood P40 FINISHED
Object The Heights
The Heights is a historic, centrally located neighborhood in Houston known for its tree-lined streets, bungalow-style homes, and vibrant mix of restaurants, boutiques, and arts venues.
E1511753 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: The Heights | Statement: [Houston, Texas, United States, hasNeighborhood, The Heights]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Heights
Context triple: [Houston, Texas, United States, hasNeighborhood, The Heights]
  • A. The Heights
    The Heights is a predominantly residential, historically working- and middle-class neighborhood in northern Jersey City known for its elevated views of the surrounding area and diverse community.
  • B. The Heights
    The Heights is a vibrant commercial and residential neighborhood in Burnaby, British Columbia, known for its local shops, restaurants, and strong community atmosphere.
  • C. The Heights
    The Heights is a common nickname for Cleveland Heights, a historic inner-ring suburb of Cleveland, Ohio, known for its diverse neighborhoods and vibrant arts and cultural scene.
  • D. Boulevard Heights
    Boulevard Heights is a residential neighborhood on the southeast side of Atlanta, Georgia, known for its proximity to Grant Park and ongoing revitalization.
  • E. Diamond Heights
    Diamond Heights is a residential neighborhood in central San Francisco known for its hilly terrain, mid-century architecture, and panoramic city views.
  • 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: The Heights
Triple: [Houston, Texas, United States, hasNeighborhood, The Heights]
Generated description
The Heights is a historic, centrally located neighborhood in Houston known for its tree-lined streets, bungalow-style homes, and vibrant mix of restaurants, boutiques, and arts venues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Heights
Target entity description: The Heights is a historic, centrally located neighborhood in Houston known for its tree-lined streets, bungalow-style homes, and vibrant mix of restaurants, boutiques, and arts venues.
  • A. The Heights
    The Heights is a predominantly residential, historically working- and middle-class neighborhood in northern Jersey City known for its elevated views of the surrounding area and diverse community.
  • B. The Heights
    The Heights is a vibrant commercial and residential neighborhood in Burnaby, British Columbia, known for its local shops, restaurants, and strong community atmosphere.
  • C. The Heights
    The Heights is a common nickname for Cleveland Heights, a historic inner-ring suburb of Cleveland, Ohio, known for its diverse neighborhoods and vibrant arts and cultural scene.
  • D. Boulevard Heights
    Boulevard Heights is a residential neighborhood on the southeast side of Atlanta, Georgia, known for its proximity to Grant Park and ongoing revitalization.
  • E. Diamond Heights
    Diamond Heights is a residential neighborhood in central San Francisco known for its hilly terrain, mid-century architecture, and panoramic city views.
  • 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_69e0c48136b081908831fa907cc02e18 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f12709cb288190a2620e337fea364c completed April 28, 2026, 9:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d7d735081909b86cafe3bc85186 completed May 18, 2026, 1:38 a.m.
NEDg Description generation batch_6a0a6e3690e88190a8cabaa29a84799e completed May 18, 2026, 1:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6ea775988190865a406893a467cc completed May 18, 2026, 1:43 a.m.
Created at: April 16, 2026, 8:04 p.m.