Triple
T8390317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dimond District |
E197925
|
entity |
| Predicate | hasOrganization |
P629
|
FINISHED |
| Object |
Dimond Business & Professional Association
Dimond Business & Professional Association is a local business and professional organization that supports and promotes the commercial and community interests of Oakland’s Dimond District.
|
E730791
|
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: Dimond Business & Professional Association | Statement: [Dimond District, hasOrganization, Dimond Business & Professional Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dimond Business & Professional Association Context triple: [Dimond District, hasOrganization, Dimond Business & Professional Association]
-
A.
Del Ray Business Association
Del Ray Business Association is a local organization that supports and promotes the businesses and commercial vitality of the Del Ray neighborhood.
-
B.
Chamber of Commerce of the United States of America
The Chamber of Commerce of the United States of America is a major business federation representing the interests of millions of American companies in policy advocacy, lobbying, and legal actions at the federal and state levels.
-
C.
Black Business and Professional Association
The Black Business and Professional Association is a Canadian organization dedicated to advancing the interests, opportunities, and recognition of Black professionals and entrepreneurs across the country.
-
D.
Hannibal Chamber of Commerce
The Hannibal Chamber of Commerce is a local business and civic organization in Hannibal, Missouri, that promotes community development, tourism, and economic growth.
-
E.
Dillingham Corporation
Dillingham Corporation is a Hawaii-based real estate and development company historically involved in major commercial projects across the islands.
- 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: Dimond Business & Professional Association Triple: [Dimond District, hasOrganization, Dimond Business & Professional Association]
Generated description
Dimond Business & Professional Association is a local business and professional organization that supports and promotes the commercial and community interests of Oakland’s Dimond District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dimond Business & Professional Association Target entity description: Dimond Business & Professional Association is a local business and professional organization that supports and promotes the commercial and community interests of Oakland’s Dimond District.
-
A.
Del Ray Business Association
Del Ray Business Association is a local organization that supports and promotes the businesses and commercial vitality of the Del Ray neighborhood.
-
B.
Chamber of Commerce of the United States of America
The Chamber of Commerce of the United States of America is a major business federation representing the interests of millions of American companies in policy advocacy, lobbying, and legal actions at the federal and state levels.
-
C.
Black Business and Professional Association
The Black Business and Professional Association is a Canadian organization dedicated to advancing the interests, opportunities, and recognition of Black professionals and entrepreneurs across the country.
-
D.
Hannibal Chamber of Commerce
The Hannibal Chamber of Commerce is a local business and civic organization in Hannibal, Missouri, that promotes community development, tourism, and economic growth.
-
E.
Dillingham Corporation
Dillingham Corporation is a Hawaii-based real estate and development company historically involved in major commercial projects across the islands.
- 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_69ca82f749388190bffbea6dfb509016 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb810c5c5c81908e124c64911c4e6c |
completed | March 31, 2026, 8:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde84427dc8190925150b5d52bc9a0 |
completed | April 2, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_69cdebfc63e8819087f5c1d588b58e21 |
completed | April 2, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cded77618c81909e8786ccd2f3e4b6 |
completed | April 2, 2026, 4:15 a.m. |
Created at: March 30, 2026, 6:03 p.m.