Triple

T19919730
Position Surface form Disambiguated ID Type / Status
Subject South Hills (Pittsburgh metropolitan area) E478756 entity
Predicate hasShoppingCorridor P4285 FINISHED
Object Fort Couch Road commercial area
Fort Couch Road commercial area is a retail and commercial corridor in Pittsburgh’s South Hills, featuring a concentration of shopping centers, restaurants, and service businesses.
 E1401893 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: Fort Couch Road commercial area | Statement: [South Hills (Pittsburgh metropolitan area), hasShoppingCorridor, Fort Couch Road commercial area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fort Couch Road commercial area
Context triple: [South Hills (Pittsburgh metropolitan area), hasShoppingCorridor, Fort Couch Road commercial area]
  • A. Montgomery Road commercial corridor
    The Montgomery Road commercial corridor is a primary business district in Montgomery, Ohio, lined with shops, restaurants, and services that serve as a hub of local economic activity.
  • B. Berryessa Road commercial corridor
    Berryessa Road commercial corridor is a primary retail and service strip in San Jose’s Berryessa neighborhood, featuring a mix of shopping centers, restaurants, and local businesses.
  • C. 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.
  • D. Grant Road area
    The Grant Road area is a central neighborhood in South Mumbai, India, known for its dense residential and commercial mix, historic landmarks, and proximity to key city hubs.
  • E. Fort Weaver Road corridor
    Fort Weaver Road corridor is a major transportation artery in the Ewa area of Oʻahu, Hawaiʻi, lined with residential neighborhoods, commercial centers, and community facilities.
  • 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: Fort Couch Road commercial area
Triple: [South Hills (Pittsburgh metropolitan area), hasShoppingCorridor, Fort Couch Road commercial area]
Generated description
Fort Couch Road commercial area is a retail and commercial corridor in Pittsburgh’s South Hills, featuring a concentration of shopping centers, restaurants, and service businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fort Couch Road commercial area
Target entity description: Fort Couch Road commercial area is a retail and commercial corridor in Pittsburgh’s South Hills, featuring a concentration of shopping centers, restaurants, and service businesses.
  • A. Montgomery Road commercial corridor
    The Montgomery Road commercial corridor is a primary business district in Montgomery, Ohio, lined with shops, restaurants, and services that serve as a hub of local economic activity.
  • B. Berryessa Road commercial corridor
    Berryessa Road commercial corridor is a primary retail and service strip in San Jose’s Berryessa neighborhood, featuring a mix of shopping centers, restaurants, and local businesses.
  • C. 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.
  • D. Grant Road area
    The Grant Road area is a central neighborhood in South Mumbai, India, known for its dense residential and commercial mix, historic landmarks, and proximity to key city hubs.
  • E. Fort Weaver Road corridor
    Fort Weaver Road corridor is a major transportation artery in the Ewa area of Oʻahu, Hawaiʻi, lined with residential neighborhoods, commercial centers, and community facilities.
  • 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659c49d408190b3a42bada3675133 completed April 20, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea54913c8190be1143c1f0a11082 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07f07d33bc8190b0de5dcce7f77e7d completed May 16, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_6a07f0ec7d488190991914918a3940eb completed May 16, 2026, 4:22 a.m.
Created at: April 10, 2026, 1:53 p.m.