Triple
T13967262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peltz family |
E335956
|
entity |
| Predicate | associatedWithOrganization |
P629
|
FINISHED |
| Object |
Trian Fund Management
Trian Fund Management is an activist hedge fund founded by billionaire investor Nelson Peltz, known for taking significant stakes in major companies to push for strategic and operational changes.
|
E1072153
|
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: Trian Fund Management | Statement: [Peltz family, associatedWithOrganization, Trian Fund Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trian Fund Management Context triple: [Peltz family, associatedWithOrganization, Trian Fund Management]
-
A.
Newton Investment Management
Newton Investment Management is a UK-based global investment management firm known for its institutional asset management services and sponsorship of major sporting events.
-
B.
Pershing Square Capital Management
Pershing Square Capital Management is a hedge fund founded and led by investor Bill Ackman, known for its concentrated, activist positions in large public companies.
-
C.
Timbercreek Asset Management
Timbercreek Asset Management is a Canadian real estate investment and asset management firm specializing in income-producing properties and real estate-backed investments.
-
D.
Mithril Capital Management
Mithril Capital Management is a venture capital firm co-founded by tech investor Peter Thiel that focuses on long-term investments in innovative, growth-stage technology companies.
-
E.
Scotia Capital
Scotia Capital is the investment banking and capital markets arm of Scotiabank, providing services such as underwriting, advisory, and trading to corporate, institutional, and government clients.
- 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: Trian Fund Management Triple: [Peltz family, associatedWithOrganization, Trian Fund Management]
Generated description
Trian Fund Management is an activist hedge fund founded by billionaire investor Nelson Peltz, known for taking significant stakes in major companies to push for strategic and operational changes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trian Fund Management Target entity description: Trian Fund Management is an activist hedge fund founded by billionaire investor Nelson Peltz, known for taking significant stakes in major companies to push for strategic and operational changes.
-
A.
Newton Investment Management
Newton Investment Management is a UK-based global investment management firm known for its institutional asset management services and sponsorship of major sporting events.
-
B.
Pershing Square Capital Management
Pershing Square Capital Management is a hedge fund founded and led by investor Bill Ackman, known for its concentrated, activist positions in large public companies.
-
C.
Timbercreek Asset Management
Timbercreek Asset Management is a Canadian real estate investment and asset management firm specializing in income-producing properties and real estate-backed investments.
-
D.
Mithril Capital Management
Mithril Capital Management is a venture capital firm co-founded by tech investor Peter Thiel that focuses on long-term investments in innovative, growth-stage technology companies.
-
E.
Scotia Capital
Scotia Capital is the investment banking and capital markets arm of Scotiabank, providing services such as underwriting, advisory, and trading to corporate, institutional, and government clients.
- 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_69d81c61f3508190aaf2ca0dc0002c59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e8c9e988190a84c9ca8a78b515f |
completed | April 14, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1da70588190a6c9a3895d92be5b |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba74a96b08190a08c51c231e49e5d |
completed | May 6, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba8585fb08190998d6a005dc0bd31 |
completed | May 6, 2026, 8:45 p.m. |
Created at: April 9, 2026, 10:18 p.m.