Triple
T2913938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multiple Award Schedules Program |
E63752
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
MAS Program
The MAS Program is a U.S. General Services Administration contracting vehicle that allows government agencies to purchase a wide range of commercial products and services at pre-negotiated prices from approved vendors.
|
E310858
|
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: MAS Program | Statement: [Multiple Award Schedules Program, alsoKnownAs, MAS Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MAS Program Context triple: [Multiple Award Schedules Program, alsoKnownAs, MAS Program]
-
A.
MSx Program
The MSx Program is Stanford Graduate School of Business’s one-year, full-time master’s program designed for experienced mid-career professionals seeking advanced leadership and management education.
-
B.
MAS
MAS is the ICAO airline designator used to identify Malaysia Airlines in international aviation operations.
-
C.
MAS
MAS (Monetary Authority of Singapore) is Singapore’s central bank and integrated financial regulator, responsible for monetary policy, financial supervision, and the stability of the country’s financial system.
-
D.
CSMD Program
The CSMD Program is an initiative focused on analyzing and strengthening the role of civil society, market economies, and democratic governance in global development and policy.
-
E.
MicroMasters programs
MicroMasters programs are graduate-level, career-focused online credential programs typically offered by universities through MOOC platforms, designed to provide advanced knowledge and a pathway to further academic or professional advancement.
- 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: MAS Program Triple: [Multiple Award Schedules Program, alsoKnownAs, MAS Program]
Generated description
The MAS Program is a U.S. General Services Administration contracting vehicle that allows government agencies to purchase a wide range of commercial products and services at pre-negotiated prices from approved vendors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MAS Program Target entity description: The MAS Program is a U.S. General Services Administration contracting vehicle that allows government agencies to purchase a wide range of commercial products and services at pre-negotiated prices from approved vendors.
-
A.
MSx Program
The MSx Program is Stanford Graduate School of Business’s one-year, full-time master’s program designed for experienced mid-career professionals seeking advanced leadership and management education.
-
B.
MAS
MAS is the ICAO airline designator used to identify Malaysia Airlines in international aviation operations.
-
C.
MAS
MAS (Monetary Authority of Singapore) is Singapore’s central bank and integrated financial regulator, responsible for monetary policy, financial supervision, and the stability of the country’s financial system.
-
D.
CSMD Program
The CSMD Program is an initiative focused on analyzing and strengthening the role of civil society, market economies, and democratic governance in global development and policy.
-
E.
MicroMasters programs
MicroMasters programs are graduate-level, career-focused online credential programs typically offered by universities through MOOC platforms, designed to provide advanced knowledge and a pathway to further academic or professional advancement.
- 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_69ab4c44ab448190b9411324e8a1fc1d |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe0ecaba48190a8e22c74a111fded |
completed | March 7, 2026, 8:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b056249b5c8190b388088bf047616f |
completed | March 10, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69b06434bef48190848d8ab1aa59937c |
completed | March 10, 2026, 6:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b064a3b41481909214a09eae0b092b |
completed | March 10, 2026, 6:36 p.m. |
Created at: March 6, 2026, 10:11 p.m.