Triple

T5093932
Position Surface form Disambiguated ID Type / Status
Subject Southwest Houston E114820 entity
Predicate hasCommercialArea P459 FINISHED
Object Harwin Drive commercial district
Harwin Drive commercial district is a well-known Houston shopping area famous for its dense concentration of discount retailers, import shops, and wholesale outlets offering jewelry, accessories, clothing, and assorted goods.
 E493746 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: Harwin Drive commercial district | Statement: [Southwest Houston, hasCommercialArea, Harwin Drive commercial district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Harwin Drive commercial district
Context triple: [Southwest Houston, hasCommercialArea, Harwin Drive commercial district]
  • A. Beverly Road business district
    Beverly Road business district is a neighborhood commercial area in Mt. Lebanon, Pennsylvania, known for its small shops, restaurants, and local services serving nearby residents.
  • B. Oak Tree Road commercial district
    Oak Tree Road commercial district is a bustling South Asian–oriented shopping and dining corridor in Edison, New Jersey, known for its dense concentration of Indian and Pakistani restaurants, grocery stores, and cultural businesses.
  • C. Worth Avenue shopping district
    Worth Avenue shopping district is an upscale, historic shopping area in Palm Beach, Florida, known for its luxury boutiques, galleries, and fine dining.
  • D. Third Street shopping district
    Third Street shopping district is a popular historic downtown area in Geneva, Illinois, known for its boutique shops, restaurants, and charming small-town atmosphere.
  • E. Washington Road business district
    Washington Road business district is a central commercial area in Mt. Lebanon, Pennsylvania, known for its mix of shops, restaurants, and local businesses along Washington Road.
  • 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: Harwin Drive commercial district
Triple: [Southwest Houston, hasCommercialArea, Harwin Drive commercial district]
Generated description
Harwin Drive commercial district is a well-known Houston shopping area famous for its dense concentration of discount retailers, import shops, and wholesale outlets offering jewelry, accessories, clothing, and assorted goods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Harwin Drive commercial district
Target entity description: Harwin Drive commercial district is a well-known Houston shopping area famous for its dense concentration of discount retailers, import shops, and wholesale outlets offering jewelry, accessories, clothing, and assorted goods.
  • A. Beverly Road business district
    Beverly Road business district is a neighborhood commercial area in Mt. Lebanon, Pennsylvania, known for its small shops, restaurants, and local services serving nearby residents.
  • B. Oak Tree Road commercial district
    Oak Tree Road commercial district is a bustling South Asian–oriented shopping and dining corridor in Edison, New Jersey, known for its dense concentration of Indian and Pakistani restaurants, grocery stores, and cultural businesses.
  • C. Worth Avenue shopping district
    Worth Avenue shopping district is an upscale, historic shopping area in Palm Beach, Florida, known for its luxury boutiques, galleries, and fine dining.
  • D. Third Street shopping district
    Third Street shopping district is a popular historic downtown area in Geneva, Illinois, known for its boutique shops, restaurants, and charming small-town atmosphere.
  • E. Washington Road business district
    Washington Road business district is a central commercial area in Mt. Lebanon, Pennsylvania, known for its mix of shops, restaurants, and local businesses along Washington Road.
  • 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.