Triple
T406240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marc Benioff |
E9389
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Business Roundtable
Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
|
E51202
|
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: Business Roundtable | Statement: [Marc Benioff, memberOf, Business Roundtable]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Roundtable Context triple: [Marc Benioff, memberOf, Business Roundtable]
-
A.
Business Council
The Business Council of the Pacific Alliance is a regional private-sector advisory body that brings together leading companies from member countries to promote trade, investment, and economic integration within the bloc.
-
B.
The Business Council
The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
-
C.
APEC Business Advisory Council
The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
-
D.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
E.
Fortune 1000
Fortune 1000 is an annual ranking by Fortune magazine that lists the 1,000 largest U.S. companies based on their revenues.
- 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: Business Roundtable Triple: [Marc Benioff, memberOf, Business Roundtable]
Generated description
Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business Roundtable Target entity description: Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
-
A.
Business Council
The Business Council of the Pacific Alliance is a regional private-sector advisory body that brings together leading companies from member countries to promote trade, investment, and economic integration within the bloc.
-
B.
The Business Council
The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
-
C.
APEC Business Advisory Council
The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
-
D.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
E.
Fortune 1000
Fortune 1000 is an annual ranking by Fortune magazine that lists the 1,000 largest U.S. companies based on their revenues.
- 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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ecbc00508190bbb602179273f29c |
completed | Feb. 28, 2026, 1:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a413f75e5481908b7a0f070dec5c56 |
completed | March 1, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69a41464d2a8819085ee2fc8a86a7628 |
completed | March 1, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a414a7aff08190ab54f4118cec790d |
completed | March 1, 2026, 10:27 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.