Triple
T20099803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Connie Snyder |
E496503
|
entity |
| Predicate | coFounderOf |
P104
|
FINISHED |
| Object |
Ballmer Group
Ballmer Group is a philanthropic organization focused on improving economic mobility and opportunities for children and families in the United States, funded primarily by former Microsoft CEO Steve Ballmer and Connie Snyder.
|
E1411017
|
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: Ballmer Group | Statement: [Connie Snyder, coFounderOf, Ballmer Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ballmer Group Context triple: [Connie Snyder, coFounderOf, Ballmer Group]
-
A.
Gates Ventures
Gates Ventures is Bill Gates’s private office and innovation lab that manages his investments, strategic initiatives, and philanthropic support projects.
-
B.
Microsoft
Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
-
C.
The Perot Group
The Perot Group is a private investment and asset management firm founded by the Perot family that oversees and grows their diverse business interests.
-
D.
Brigade Group
Brigade Group is a major Indian real estate developer known for building large-scale residential, commercial, and mixed-use projects, particularly in South India.
-
E.
Perot Systems
Perot Systems was an American information technology services and consulting company founded by Ross Perot that provided outsourcing, systems integration, and technology solutions to businesses and governments worldwide.
- 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: Ballmer Group Triple: [Connie Snyder, coFounderOf, Ballmer Group]
Generated description
Ballmer Group is a philanthropic organization focused on improving economic mobility and opportunities for children and families in the United States, funded primarily by former Microsoft CEO Steve Ballmer and Connie Snyder.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ballmer Group Target entity description: Ballmer Group is a philanthropic organization focused on improving economic mobility and opportunities for children and families in the United States, funded primarily by former Microsoft CEO Steve Ballmer and Connie Snyder.
-
A.
Gates Ventures
Gates Ventures is Bill Gates’s private office and innovation lab that manages his investments, strategic initiatives, and philanthropic support projects.
-
B.
Microsoft
Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
-
C.
The Perot Group
The Perot Group is a private investment and asset management firm founded by the Perot family that oversees and grows their diverse business interests.
-
D.
Brigade Group
Brigade Group is a major Indian real estate developer known for building large-scale residential, commercial, and mixed-use projects, particularly in South India.
-
E.
Perot Systems
Perot Systems was an American information technology services and consulting company founded by Ross Perot that provided outsourcing, systems integration, and technology solutions to businesses and governments worldwide.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6666f2298819089659f13556ca305 |
completed | April 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08270edd6481909230ece4487f93fd |
completed | May 16, 2026, 8:13 a.m. |
| NEDg | Description generation | batch_6a0827c6a68c8190aed2d531b4fd2030 |
completed | May 16, 2026, 8:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08288d98fc8190a146f43a027682f0 |
completed | May 16, 2026, 8:19 a.m. |
Created at: April 11, 2026, 11:26 p.m.