Triple
T16992305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Atlanta government |
E412221
|
entity |
| Predicate | hasOffice |
P1268
|
FINISHED |
| Object |
Office of Procurement
The Office of Procurement is the City of Atlanta’s central agency responsible for managing and overseeing the acquisition of goods and services for municipal operations.
|
E1245054
|
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: Office of Procurement | Statement: [City of Atlanta government, hasOffice, Office of Procurement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Office of Procurement Context triple: [City of Atlanta government, hasOffice, Office of Procurement]
-
A.
Office of Contracts and Procurement
The Office of Contracts and Procurement is a division within the Oregon Department of Human Services responsible for overseeing purchasing, contracting, and vendor management to support the agency’s programs and operations.
-
B.
Office of Federal Procurement Policy
The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
-
C.
Bureau of Equipment, Procurement and Services
The Bureau of Equipment, Procurement and Services is a division of the Alabama Department of Transportation responsible for acquiring, managing, and maintaining the department’s equipment, supplies, and related support services.
-
D.
Office of Contract Administration
The Office of Contract Administration is a unit within the Illinois Department of Human Services responsible for overseeing, managing, and ensuring compliance of the department’s contracts and related procurement activities.
-
E.
Office of Production Management
The Office of Production Management was a U.S. World War II-era agency responsible for coordinating and directing industrial production for national defense.
- 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: Office of Procurement Triple: [City of Atlanta government, hasOffice, Office of Procurement]
Generated description
The Office of Procurement is the City of Atlanta’s central agency responsible for managing and overseeing the acquisition of goods and services for municipal operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Office of Procurement Target entity description: The Office of Procurement is the City of Atlanta’s central agency responsible for managing and overseeing the acquisition of goods and services for municipal operations.
-
A.
Office of Contracts and Procurement
The Office of Contracts and Procurement is a division within the Oregon Department of Human Services responsible for overseeing purchasing, contracting, and vendor management to support the agency’s programs and operations.
-
B.
Office of Federal Procurement Policy
The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
-
C.
Bureau of Equipment, Procurement and Services
The Bureau of Equipment, Procurement and Services is a division of the Alabama Department of Transportation responsible for acquiring, managing, and maintaining the department’s equipment, supplies, and related support services.
-
D.
Office of Contract Administration
The Office of Contract Administration is a unit within the Illinois Department of Human Services responsible for overseeing, managing, and ensuring compliance of the department’s contracts and related procurement activities.
-
E.
Office of Production Management
The Office of Production Management was a U.S. World War II-era agency responsible for coordinating and directing industrial production for national defense.
- 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d283d2388190a78bf8d179e83fdc |
completed | April 18, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00dc14d5688190945f7ae72f724922 |
completed | May 10, 2026, 7:27 p.m. |
| NEDg | Description generation | batch_6a0114d5aeb0819086f1a5d279ac0d0f |
completed | May 10, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0115c967b0819088e2335fd45d755b |
completed | May 10, 2026, 11:33 p.m. |
Created at: April 10, 2026, 5:32 a.m.