Triple
T4472996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quapaw |
E98537
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Quapaw Business Committee
The Quapaw Business Committee is the elected tribal council that manages the governmental, economic, and administrative affairs of the Quapaw Nation.
|
E441281
|
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: Quapaw Business Committee | Statement: [Quapaw, governingBody, Quapaw Business Committee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quapaw Business Committee Context triple: [Quapaw, governingBody, Quapaw Business Committee]
-
A.
Pueblo Downtown Association
Pueblo Downtown Association is a local organization dedicated to promoting and revitalizing downtown Pueblo, Colorado through events, business support, and community initiatives.
-
B.
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.
-
C.
Waco City Council
The Waco City Council is the elected legislative and policy-making body that oversees municipal governance and services for the city of Waco, Texas.
-
D.
Del Ray Citizens Association
Del Ray Citizens Association is a neighborhood-based civic organization that represents and advocates for the interests and quality of life of residents in the Del Ray community.
-
E.
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.
- 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: Quapaw Business Committee Triple: [Quapaw, governingBody, Quapaw Business Committee]
Generated description
The Quapaw Business Committee is the elected tribal council that manages the governmental, economic, and administrative affairs of the Quapaw Nation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quapaw Business Committee Target entity description: The Quapaw Business Committee is the elected tribal council that manages the governmental, economic, and administrative affairs of the Quapaw Nation.
-
A.
Pueblo Downtown Association
Pueblo Downtown Association is a local organization dedicated to promoting and revitalizing downtown Pueblo, Colorado through events, business support, and community initiatives.
-
B.
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.
-
C.
Waco City Council
The Waco City Council is the elected legislative and policy-making body that oversees municipal governance and services for the city of Waco, Texas.
-
D.
Del Ray Citizens Association
Del Ray Citizens Association is a neighborhood-based civic organization that represents and advocates for the interests and quality of life of residents in the Del Ray community.
-
E.
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.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356b95c888190a84bf4a9b2c60aa6 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b628764bf081909a7a1079d0176c66 |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295627848190a7bb6b8943b0e3f1 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629be765c81908c1f6ccfc75604d1 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:35 p.m.