Triple
T3820976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alabama executive agencies |
E84370
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Alabama Department of Economic and Community Affairs
The Alabama Department of Economic and Community Affairs is a state agency that administers programs and grants to promote economic development, infrastructure improvement, and community services across Alabama.
|
E393319
|
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: Alabama Department of Economic and Community Affairs | Statement: [Alabama executive agencies, hasSubdivision, Alabama Department of Economic and Community Affairs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alabama Department of Economic and Community Affairs Context triple: [Alabama executive agencies, hasSubdivision, Alabama Department of Economic and Community Affairs]
-
A.
Alabama Department of Commerce
The Alabama Department of Commerce is the state’s primary economic development agency, responsible for attracting investment, supporting business growth, and promoting job creation across Alabama.
-
B.
Alabama Department of Finance
The Alabama Department of Finance is a state government agency responsible for managing Alabama’s financial operations, including budgeting, accounting, and fiscal policy administration.
-
C.
Alabama Department of Human Resources
The Alabama Department of Human Resources is the state agency responsible for administering public assistance, child welfare, and other social service programs for Alabama residents.
-
D.
Alabama Department of Agriculture and Industries
The Alabama Department of Agriculture and Industries is the state agency responsible for regulating and promoting Alabama’s agricultural sector, including farming, food safety, and related industries.
-
E.
Alabama Department of Environmental Management
The Alabama Department of Environmental Management is the state agency responsible for regulating and protecting Alabama’s air, water, and land resources through environmental oversight and enforcement.
- 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: Alabama Department of Economic and Community Affairs Triple: [Alabama executive agencies, hasSubdivision, Alabama Department of Economic and Community Affairs]
Generated description
The Alabama Department of Economic and Community Affairs is a state agency that administers programs and grants to promote economic development, infrastructure improvement, and community services across Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alabama Department of Economic and Community Affairs Target entity description: The Alabama Department of Economic and Community Affairs is a state agency that administers programs and grants to promote economic development, infrastructure improvement, and community services across Alabama.
-
A.
Alabama Department of Commerce
The Alabama Department of Commerce is the state’s primary economic development agency, responsible for attracting investment, supporting business growth, and promoting job creation across Alabama.
-
B.
Alabama Department of Finance
The Alabama Department of Finance is a state government agency responsible for managing Alabama’s financial operations, including budgeting, accounting, and fiscal policy administration.
-
C.
Alabama Department of Human Resources
The Alabama Department of Human Resources is the state agency responsible for administering public assistance, child welfare, and other social service programs for Alabama residents.
-
D.
Alabama Department of Agriculture and Industries
The Alabama Department of Agriculture and Industries is the state agency responsible for regulating and promoting Alabama’s agricultural sector, including farming, food safety, and related industries.
-
E.
Alabama Department of Environmental Management
The Alabama Department of Environmental Management is the state agency responsible for regulating and protecting Alabama’s air, water, and land resources through environmental oversight and enforcement.
- 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_69aed931f5908190be2c07af66d4df25 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeea61a63c819086e16b89d2ea2157 |
completed | March 9, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503f75f6c8190b9af77ed212a2774 |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b504a31de08190b543549a2b05b038 |
completed | March 14, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5084c8bd48190b7afc80bed196c90 |
completed | March 14, 2026, 7:03 a.m. |
Created at: March 9, 2026, 3:17 p.m.