Triple

T13012290
Position Surface form Disambiguated ID Type / Status
Subject Marlboro Township, New Jersey E322447 entity
Predicate hasShoppingArea P4285 FINISHED
Object Route 9 commercial corridor
The Route 9 commercial corridor is a major retail and business strip in Marlboro Township, New Jersey, lined with shopping centers, restaurants, and service businesses that serve as a primary hub of local commerce.
 E1015476 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: Route 9 commercial corridor | Statement: [Marlboro Township, New Jersey, hasShoppingArea, Route 9 commercial corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Route 9 commercial corridor
Context triple: [Marlboro Township, New Jersey, hasShoppingArea, Route 9 commercial corridor]
  • A. Route 18 commercial corridor
    Route 18 commercial corridor is a major retail and commercial strip in East Brunswick, New Jersey, lined with shopping centers, restaurants, and service businesses.
  • B. Syosset-Woodbury Road commercial corridor
    The Syosset-Woodbury Road commercial corridor is a major retail and business strip in Syosset, New York, featuring a concentration of shopping centers, restaurants, and service-oriented businesses.
  • C. Old York Road commercial corridor
    Old York Road commercial corridor is a key retail and business strip serving the Elkins Park area with shops, services, and local commerce.
  • D. Mill Plain Boulevard corridor
    The Mill Plain Boulevard corridor is a major east–west arterial route in Vancouver, Washington, serving as a key commercial and transit spine through the city.
  • E. Route 3 corridor
    Route 3 corridor is a roadway and travel route in the Adirondack region that serves as a primary access point to Middle Saranac Lake and surrounding natural areas.
  • 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: Route 9 commercial corridor
Triple: [Marlboro Township, New Jersey, hasShoppingArea, Route 9 commercial corridor]
Generated description
The Route 9 commercial corridor is a major retail and business strip in Marlboro Township, New Jersey, lined with shopping centers, restaurants, and service businesses that serve as a primary hub of local commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Route 9 commercial corridor
Target entity description: The Route 9 commercial corridor is a major retail and business strip in Marlboro Township, New Jersey, lined with shopping centers, restaurants, and service businesses that serve as a primary hub of local commerce.
  • A. Route 18 commercial corridor
    Route 18 commercial corridor is a major retail and commercial strip in East Brunswick, New Jersey, lined with shopping centers, restaurants, and service businesses.
  • B. Syosset-Woodbury Road commercial corridor
    The Syosset-Woodbury Road commercial corridor is a major retail and business strip in Syosset, New York, featuring a concentration of shopping centers, restaurants, and service-oriented businesses.
  • C. Old York Road commercial corridor
    Old York Road commercial corridor is a key retail and business strip serving the Elkins Park area with shops, services, and local commerce.
  • D. Mill Plain Boulevard corridor
    The Mill Plain Boulevard corridor is a major east–west arterial route in Vancouver, Washington, serving as a key commercial and transit spine through the city.
  • E. Route 3 corridor
    Route 3 corridor is a roadway and travel route in the Adirondack region that serves as a primary access point to Middle Saranac Lake and surrounding natural areas.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecbb8f4819094d55eb07cb5ad97 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c10d5b9881909db688c1ab0e6a77 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c277e6248190870b3bf9869716a7 completed May 3, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6c38bc0b08190b76cb0853d99ad82 completed May 3, 2026, 3:39 a.m.
Created at: April 9, 2026, 8:49 p.m.