Triple
T3223569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Oakland |
E67567
|
entity |
| Predicate | hasCulturalInstitution |
P105
|
FINISHED |
| Object |
West Oakland Branch Library
The West Oakland Branch Library is a neighborhood public library serving the West Oakland community with books, media, and local programs.
|
E338697
|
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: West Oakland Branch Library | Statement: [West Oakland, hasCulturalInstitution, West Oakland Branch Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Oakland Branch Library Context triple: [West Oakland, hasCulturalInstitution, West Oakland Branch Library]
-
A.
Oakland Public Library Asian Branch
The Oakland Public Library Asian Branch is a community library in Oakland’s Chinatown that specializes in serving Asian and Asian American populations with multilingual collections and culturally relevant programs.
-
B.
Millbrae Library
Millbrae Library is a public library serving the community of Millbrae, California, offering lending materials, programs, and community services as part of the San Mateo County Libraries system.
-
C.
Bowie Branch Library
The Bowie Branch Library is a public library serving the community of Bowie, Maryland with lending materials, programs, and information services.
-
D.
A.K. Smiley Public Library
A.K. Smiley Public Library is a historic public library and architectural landmark known for its distinctive Mission Revival style and cultural significance in Redlands, California.
-
E.
Burlingame Public Library
Burlingame Public Library is the main public library serving the city of Burlingame, California, providing community access to books, digital resources, and educational programs.
- 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: West Oakland Branch Library Triple: [West Oakland, hasCulturalInstitution, West Oakland Branch Library]
Generated description
The West Oakland Branch Library is a neighborhood public library serving the West Oakland community with books, media, and local programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West Oakland Branch Library Target entity description: The West Oakland Branch Library is a neighborhood public library serving the West Oakland community with books, media, and local programs.
-
A.
Oakland Public Library Asian Branch
The Oakland Public Library Asian Branch is a community library in Oakland’s Chinatown that specializes in serving Asian and Asian American populations with multilingual collections and culturally relevant programs.
-
B.
Millbrae Library
Millbrae Library is a public library serving the community of Millbrae, California, offering lending materials, programs, and community services as part of the San Mateo County Libraries system.
-
C.
Bowie Branch Library
The Bowie Branch Library is a public library serving the community of Bowie, Maryland with lending materials, programs, and information services.
-
D.
A.K. Smiley Public Library
A.K. Smiley Public Library is a historic public library and architectural landmark known for its distinctive Mission Revival style and cultural significance in Redlands, California.
-
E.
Burlingame Public Library
Burlingame Public Library is the main public library serving the city of Burlingame, California, providing community access to books, digital resources, and educational programs.
- 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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adae1ae8f08190880d0f0e8539cdbc |
completed | March 8, 2026, 5:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2625a22148190927b2a63ae3fc726 |
completed | March 12, 2026, 6:51 a.m. |
| NEDg | Description generation | batch_69b264c6022c81908b3235e88a7ed27f |
completed | March 12, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b268bd0d3c8190a60dda0a9086c0cc |
completed | March 12, 2026, 7:18 a.m. |
Created at: March 8, 2026, 3:08 p.m.