Triple
T8171807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Willowbrook |
E190837
|
entity |
| Predicate | hasNearbyCommercialArea |
P19783
|
FINISHED |
| Object |
Forest Avenue commercial corridor
Forest Avenue commercial corridor is a primary shopping and business district featuring a mix of retail stores, restaurants, and local services.
|
E716096
|
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: Forest Avenue commercial corridor | Statement: [Willowbrook, hasNearbyCommercialArea, Forest Avenue commercial corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forest Avenue commercial corridor Context triple: [Willowbrook, hasNearbyCommercialArea, Forest Avenue commercial corridor]
-
A.
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.
-
B.
Grand Avenue commercial corridor
The Grand Avenue commercial corridor is a vibrant stretch of shops, restaurants, and local businesses that serves as a key retail and dining destination in Oakland’s Grand Lake neighborhood.
-
C.
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.
-
D.
Queen Anne Avenue commercial corridor
The Queen Anne Avenue commercial corridor is a vibrant main street in Seattle’s Queen Anne neighborhood, lined with shops, restaurants, and local businesses that serve as the area’s central retail and dining hub.
-
E.
Austin Street commercial corridor
Austin Street commercial corridor is a prominent shopping and dining district in Forest Hills, Queens, known for its mix of retail stores, restaurants, and neighborhood services.
- 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: Forest Avenue commercial corridor Triple: [Willowbrook, hasNearbyCommercialArea, Forest Avenue commercial corridor]
Generated description
Forest Avenue commercial corridor is a primary shopping and business district featuring a mix of retail stores, restaurants, and local services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forest Avenue commercial corridor Target entity description: Forest Avenue commercial corridor is a primary shopping and business district featuring a mix of retail stores, restaurants, and local services.
-
A.
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.
-
B.
Grand Avenue commercial corridor
The Grand Avenue commercial corridor is a vibrant stretch of shops, restaurants, and local businesses that serves as a key retail and dining destination in Oakland’s Grand Lake neighborhood.
-
C.
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.
-
D.
Queen Anne Avenue commercial corridor
The Queen Anne Avenue commercial corridor is a vibrant main street in Seattle’s Queen Anne neighborhood, lined with shops, restaurants, and local businesses that serve as the area’s central retail and dining hub.
-
E.
Austin Street commercial corridor
Austin Street commercial corridor is a prominent shopping and dining district in Forest Hills, Queens, known for its mix of retail stores, restaurants, and neighborhood services.
- 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_69ca82c1c0a08190bf8692b4d91a03ca |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb7266bc148190984060b7b95effb5 |
completed | March 31, 2026, 7:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf5cfd588190b12ef9b5799ffd88 |
completed | April 1, 2026, 6:46 a.m. |
| NEDg | Description generation | batch_69ccc312a8608190b899394752ef375f |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd84893488190ae5376524650d5c4 |
completed | April 1, 2026, 8:33 a.m. |
Created at: March 30, 2026, 5:39 p.m.