Triple

T5093921
Position Surface form Disambiguated ID Type / Status
Subject Southwest Houston E114820 entity
Predicate hasNeighborhood P40 FINISHED
Object Alief
Alief is a diverse, historically working- and middle-class community in southwest Houston known for its multicultural population and vibrant immigrant neighborhoods.
 E493742 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: Alief | Statement: [Southwest Houston, hasNeighborhood, Alief]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alief
Context triple: [Southwest Houston, hasNeighborhood, Alief]
  • A. Midwood
    Midwood is a residential neighborhood in south-central Brooklyn, New York City, known for its tree-lined streets, diverse communities, and mix of single-family homes and apartment buildings.
  • B. West New Brighton
    West New Brighton is a primarily residential neighborhood on Staten Island’s North Shore known for its historic homes, diverse community, and proximity to cultural attractions like the Staten Island Zoo.
  • C. Woodhaven
    Woodhaven is a residential neighborhood in the borough of Queens, New York City, known for its diverse community and proximity to major transit lines and Forest Park.
  • D. Bayside
    Bayside is a primarily residential neighborhood in the northeastern part of Queens, New York City, known for its suburban feel, good schools, and waterfront parks.
  • E. Vailsburg
    Vailsburg is a primarily residential neighborhood in the West Ward of Newark, New Jersey, known for its diverse community and tree-lined streets.
  • 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: Alief
Triple: [Southwest Houston, hasNeighborhood, Alief]
Generated description
Alief is a diverse, historically working- and middle-class community in southwest Houston known for its multicultural population and vibrant immigrant neighborhoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alief
Target entity description: Alief is a diverse, historically working- and middle-class community in southwest Houston known for its multicultural population and vibrant immigrant neighborhoods.
  • A. Midwood
    Midwood is a residential neighborhood in south-central Brooklyn, New York City, known for its tree-lined streets, diverse communities, and mix of single-family homes and apartment buildings.
  • B. West New Brighton
    West New Brighton is a primarily residential neighborhood on Staten Island’s North Shore known for its historic homes, diverse community, and proximity to cultural attractions like the Staten Island Zoo.
  • C. Woodhaven
    Woodhaven is a residential neighborhood in the borough of Queens, New York City, known for its diverse community and proximity to major transit lines and Forest Park.
  • D. Bayside
    Bayside is a primarily residential neighborhood in the northeastern part of Queens, New York City, known for its suburban feel, good schools, and waterfront parks.
  • E. Vailsburg
    Vailsburg is a primarily residential neighborhood in the West Ward of Newark, New Jersey, known for its diverse community and tree-lined streets.
  • 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_69bd443fc49c819089629c00e311310c completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75454920819086e09d6055087e40 completed March 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba76ef188190ab31623d1a44ebb9 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb8e5f1c819082f0b59e9524d6e8 completed March 21, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69bebc30029081909b5c937308fefcf2 completed March 21, 2026, 3:41 p.m.
Created at: March 20, 2026, 1:40 p.m.