Triple
T8446196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fordham, New York, United States |
E199681
|
entity |
| Predicate | commercialCenter |
P20782
|
FINISHED |
| Object |
Fordham Road retail corridor
The Fordham Road retail corridor is a major shopping and commercial district in the Bronx, known for its dense concentration of stores, heavy pedestrian traffic, and role as a key economic hub for the surrounding neighborhoods.
|
E733855
|
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: Fordham Road retail corridor | Statement: [Fordham, New York, United States, commercialCenter, Fordham Road retail corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fordham Road retail corridor Context triple: [Fordham, New York, United States, commercialCenter, Fordham Road retail corridor]
-
A.
Queens Boulevard retail corridor
The Queens Boulevard retail corridor is a major commercial strip in Queens, New York City, lined with shopping centers, chain stores, and local businesses that serve as a key shopping destination for surrounding neighborhoods like Rego Park.
-
B.
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.
-
C.
Germantown Avenue commercial corridor
The Germantown Avenue commercial corridor is a historic, mixed-use business district in Philadelphia known for its colonial-era architecture, local shops, and role as a central neighborhood marketplace.
-
D.
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.
-
E.
Western Avenue corridor
The Western Avenue corridor is a key urban thoroughfare and development zone in Boston’s Allston neighborhood that serves as a central spine for Harvard University’s expanding Allston campus and surrounding mixed-use projects.
- 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: Fordham Road retail corridor Triple: [Fordham, New York, United States, commercialCenter, Fordham Road retail corridor]
Generated description
The Fordham Road retail corridor is a major shopping and commercial district in the Bronx, known for its dense concentration of stores, heavy pedestrian traffic, and role as a key economic hub for the surrounding neighborhoods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fordham Road retail corridor Target entity description: The Fordham Road retail corridor is a major shopping and commercial district in the Bronx, known for its dense concentration of stores, heavy pedestrian traffic, and role as a key economic hub for the surrounding neighborhoods.
-
A.
Queens Boulevard retail corridor
The Queens Boulevard retail corridor is a major commercial strip in Queens, New York City, lined with shopping centers, chain stores, and local businesses that serve as a key shopping destination for surrounding neighborhoods like Rego Park.
-
B.
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.
-
C.
Germantown Avenue commercial corridor
The Germantown Avenue commercial corridor is a historic, mixed-use business district in Philadelphia known for its colonial-era architecture, local shops, and role as a central neighborhood marketplace.
-
D.
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.
-
E.
Western Avenue corridor
The Western Avenue corridor is a key urban thoroughfare and development zone in Boston’s Allston neighborhood that serves as a central spine for Harvard University’s expanding Allston campus and surrounding mixed-use projects.
- 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_69ca83170f9081909cd98f55614c6476 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe3152a3c819092efdeab718def7a |
completed | March 31, 2026, 3:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1db6330c81909c853c453fddf3c5 |
completed | April 2, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ce1ea3aaf881909562b65cefb20089 |
completed | April 2, 2026, 7:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1f8d748c81909b331ed822919447 |
completed | April 2, 2026, 7:49 a.m. |
Created at: March 30, 2026, 6:09 p.m.