Triple
T512005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. General Services Administration |
E10627
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Multiple Award Schedules Program
The Multiple Award Schedules Program is a U.S. federal government contracting vehicle that provides pre-negotiated, long-term governmentwide contracts for commercial products and services to streamline procurement.
|
E63752
|
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: Multiple Award Schedules Program | Statement: [U.S. General Services Administration, hasPart, Multiple Award Schedules Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multiple Award Schedules Program Context triple: [U.S. General Services Administration, hasPart, Multiple Award Schedules Program]
-
A.
High Priority Grant Program
The High Priority Grant Program is a federal funding initiative that supports projects to improve commercial motor vehicle safety, enforcement, and technology across the United States.
-
B.
HUBZone Program
The HUBZone Program is a federal initiative that helps small businesses in historically underutilized business zones gain preferential access to government contracting opportunities to stimulate economic development in those areas.
-
C.
New Markets Tax Credit Program
The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
-
D.
Homeland Security Grant Program
The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
-
E.
Independent Task Force Program
The Independent Task Force Program is a Council on Foreign Relations initiative that convenes diverse experts to produce consensus-based policy reports on major foreign policy challenges facing the United States.
- 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: Multiple Award Schedules Program Triple: [U.S. General Services Administration, hasPart, Multiple Award Schedules Program]
Generated description
The Multiple Award Schedules Program is a U.S. federal government contracting vehicle that provides pre-negotiated, long-term governmentwide contracts for commercial products and services to streamline procurement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Multiple Award Schedules Program Target entity description: The Multiple Award Schedules Program is a U.S. federal government contracting vehicle that provides pre-negotiated, long-term governmentwide contracts for commercial products and services to streamline procurement.
-
A.
High Priority Grant Program
The High Priority Grant Program is a federal funding initiative that supports projects to improve commercial motor vehicle safety, enforcement, and technology across the United States.
-
B.
HUBZone Program
The HUBZone Program is a federal initiative that helps small businesses in historically underutilized business zones gain preferential access to government contracting opportunities to stimulate economic development in those areas.
-
C.
New Markets Tax Credit Program
The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
-
D.
Homeland Security Grant Program
The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
-
E.
Independent Task Force Program
The Independent Task Force Program is a Council on Foreign Relations initiative that convenes diverse experts to produce consensus-based policy reports on major foreign policy challenges facing the United States.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f16768c081909d05537ff070868b |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a49ebe662c8190acdbb8857283f7d1 |
completed | March 1, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69a49fcbcae88190acc3e9d61658beba |
completed | March 1, 2026, 8:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a047b8548190ac9ba95983b06036 |
completed | March 1, 2026, 8:23 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.