Triple
T10924235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashby BART station |
E258023
|
entity |
| Predicate | hasEntrance |
P6140
|
FINISHED |
| Object |
Ashby Avenue
Ashby Avenue is a major street in Berkeley, California, serving as a key thoroughfare and access route to the Ashby BART station.
|
E1063011
|
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: Ashby Avenue | Statement: [Ashby BART station, hasEntrance, Ashby Avenue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashby Avenue Context triple: [Ashby BART station, hasEntrance, Ashby Avenue]
-
A.
Talbot Avenue
Talbot Avenue is a commuter rail station in Boston, Massachusetts, served by the MBTA's Fairmount Line.
-
B.
Holloway Road
Holloway Road is a major thoroughfare in the London Borough of Islington, known for its busy commercial activity, diverse community, and role as a key route in North London.
-
C.
Kenilworth Avenue
Kenilworth Avenue is a major roadway in Washington, D.C., and nearby Maryland that runs along the Anacostia River and serves as a key commuter route in the area.
-
D.
Barlow Road
Barlow Road is a historic roadway in New York State that runs through the Academy Street Historic District, contributing to the area's 19th- and early 20th-century architectural and community character.
-
E.
Willingdon Avenue
Willingdon Avenue is a major north–south arterial road in Burnaby, British Columbia, serving key commercial and residential areas including the Brentwood neighbourhood.
- 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: Ashby Avenue Triple: [Ashby BART station, hasEntrance, Ashby Avenue]
Generated description
Ashby Avenue is a major street in Berkeley, California, serving as a key thoroughfare and access route to the Ashby BART station.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashby Avenue Target entity description: Ashby Avenue is a major street in Berkeley, California, serving as a key thoroughfare and access route to the Ashby BART station.
-
A.
Talbot Avenue
Talbot Avenue is a commuter rail station in Boston, Massachusetts, served by the MBTA's Fairmount Line.
-
B.
Holloway Road
Holloway Road is a major thoroughfare in the London Borough of Islington, known for its busy commercial activity, diverse community, and role as a key route in North London.
-
C.
Kenilworth Avenue
Kenilworth Avenue is a major roadway in Washington, D.C., and nearby Maryland that runs along the Anacostia River and serves as a key commuter route in the area.
-
D.
Barlow Road
Barlow Road is a historic roadway in New York State that runs through the Academy Street Historic District, contributing to the area's 19th- and early 20th-century architectural and community character.
-
E.
Willingdon Avenue
Willingdon Avenue is a major north–south arterial road in Burnaby, British Columbia, serving key commercial and residential areas including the Brentwood neighbourhood.
- 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7708f7ab48190b60a4bb8fdb17c8e |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b8bcbb34819088c21d79357eef8a |
completed | May 3, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69f7b974fce88190ace5030555b7b5f1 |
completed | May 3, 2026, 9:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7ba936c4481908757699ff22d3904 |
completed | May 3, 2026, 9:13 p.m. |
Created at: April 8, 2026, 9:22 p.m.