Triple
T6422977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alabama Department of Transportation |
E127988
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Bureau of Finance and Audits
The Bureau of Finance and Audits is the financial management and auditing division responsible for overseeing budgeting, expenditures, and financial compliance within the Alabama Department of Transportation.
|
E592239
|
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: Bureau of Finance and Audits | Statement: [Alabama Department of Transportation, hasDivision, Bureau of Finance and Audits]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Finance and Audits Context triple: [Alabama Department of Transportation, hasDivision, Bureau of Finance and Audits]
-
A.
Bureau of Audit
The Bureau of Audit is a division within the New York City government responsible for examining and evaluating the financial operations and performance of city agencies and programs.
-
B.
Office of Finance and Treasury
The Office of Finance and Treasury is a government agency responsible for managing the District of Columbia’s cash, investments, debt, and revenue collection functions.
-
C.
Bureau of the Fiscal Service
The Bureau of the Fiscal Service is a U.S. government agency responsible for managing the federal government's central accounting, collections, payments, and public debt.
-
D.
Department of Finance
The Department of Finance is an academic unit within the Haslam College of Business that focuses on teaching and research in financial management, markets, and institutions.
-
E.
Department of Finance
The Department of Finance is an academic unit specializing in finance education and research within the Edwards School of Business.
- 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: Bureau of Finance and Audits Triple: [Alabama Department of Transportation, hasDivision, Bureau of Finance and Audits]
Generated description
The Bureau of Finance and Audits is the financial management and auditing division responsible for overseeing budgeting, expenditures, and financial compliance within the Alabama Department of Transportation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Finance and Audits Target entity description: The Bureau of Finance and Audits is the financial management and auditing division responsible for overseeing budgeting, expenditures, and financial compliance within the Alabama Department of Transportation.
-
A.
Bureau of Audit
The Bureau of Audit is a division within the New York City government responsible for examining and evaluating the financial operations and performance of city agencies and programs.
-
B.
Office of Finance and Treasury
The Office of Finance and Treasury is a government agency responsible for managing the District of Columbia’s cash, investments, debt, and revenue collection functions.
-
C.
Bureau of the Fiscal Service
The Bureau of the Fiscal Service is a U.S. government agency responsible for managing the federal government's central accounting, collections, payments, and public debt.
-
D.
Department of Finance
The Department of Finance is an academic unit specializing in finance education and research within the Edwards School of Business.
-
E.
Department of Finance
The Department of Finance is an academic unit within the Haslam College of Business that focuses on teaching and research in financial management, markets, and institutions.
- 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_69c00838de888190af2eec0b80495efa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0690576c48190b5db5464eacc9de3 |
completed | March 22, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640dc01188190b67290801aae0d6c |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c642d95c1481909c0bececbcef2929 |
completed | March 27, 2026, 8:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c643579a388190a2b07669539bd9b7 |
completed | March 27, 2026, 8:44 a.m. |
Created at: March 22, 2026, 4:43 p.m.