Triple
T9474758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Parkside neighborhood, Buffalo |
E228485
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Hertel Avenue commercial corridor
The Hertel Avenue commercial corridor is a vibrant mixed-use district in Buffalo, New York, known for its locally owned shops, restaurants, bars, and cultural venues that serve as a hub of neighborhood activity.
|
E801170
|
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: Hertel Avenue commercial corridor | Statement: [Parkside neighborhood, Buffalo, near, Hertel Avenue commercial corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hertel Avenue commercial corridor Context triple: [Parkside neighborhood, Buffalo, near, Hertel Avenue commercial corridor]
-
A.
Kedzie Avenue commercial corridor
The Kedzie Avenue commercial corridor is a key business district in Chicago Lawn, lined with local shops, services, and community-oriented businesses that serve the surrounding neighborhood.
-
B.
Highland Avenue corridor
The Highland Avenue corridor is a major north–south thoroughfare in Los Angeles that connects Hollywood and central city neighborhoods, serving as a key route for local traffic and access to cultural and entertainment destinations.
-
C.
Lancaster Avenue commercial corridor
Lancaster Avenue commercial corridor is a major retail and dining strip in Ardmore, Pennsylvania, known for its mix of local shops, restaurants, and services along the historic Lancaster Avenue.
-
D.
Steeles Avenue corridor
The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
-
E.
Edgewood Avenue corridor
The Edgewood Avenue corridor is a historically significant commercial and cultural strip in Atlanta known for its vibrant nightlife, street art, and proximity to the Sweet Auburn civil rights district.
- 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: Hertel Avenue commercial corridor Triple: [Parkside neighborhood, Buffalo, near, Hertel Avenue commercial corridor]
Generated description
The Hertel Avenue commercial corridor is a vibrant mixed-use district in Buffalo, New York, known for its locally owned shops, restaurants, bars, and cultural venues that serve as a hub of neighborhood activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hertel Avenue commercial corridor Target entity description: The Hertel Avenue commercial corridor is a vibrant mixed-use district in Buffalo, New York, known for its locally owned shops, restaurants, bars, and cultural venues that serve as a hub of neighborhood activity.
-
A.
Kedzie Avenue commercial corridor
The Kedzie Avenue commercial corridor is a key business district in Chicago Lawn, lined with local shops, services, and community-oriented businesses that serve the surrounding neighborhood.
-
B.
Highland Avenue corridor
The Highland Avenue corridor is a major north–south thoroughfare in Los Angeles that connects Hollywood and central city neighborhoods, serving as a key route for local traffic and access to cultural and entertainment destinations.
-
C.
Lancaster Avenue commercial corridor
Lancaster Avenue commercial corridor is a major retail and dining strip in Ardmore, Pennsylvania, known for its mix of local shops, restaurants, and services along the historic Lancaster Avenue.
-
D.
Steeles Avenue corridor
The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
-
E.
Edgewood Avenue corridor
The Edgewood Avenue corridor is a historically significant commercial and cultural strip in Atlanta known for its vibrant nightlife, street art, and proximity to the Sweet Auburn civil rights district.
- 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_69ca847162c48190b079076c9595513c |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7ff23aec8190b5341eb9bd816a43 |
completed | April 1, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d122dbd4948190af434d1e0a281f35 |
completed | April 4, 2026, 2:40 p.m. |
| NEDg | Description generation | batch_69d124e924d4819093fc8fea75cce4cb |
completed | April 4, 2026, 2:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1253e56b4819096a38ffd094af266 |
completed | April 4, 2026, 2:50 p.m. |
Created at: March 30, 2026, 7:54 p.m.