Triple
T4135452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HD |
E85141
|
entity |
| Predicate | underlyingCompanyFounders |
P46924
|
FINISHED |
| Object | Bernard Marcus |
E89448
|
NE FINISHED |
How this triple was built (3 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: Bernard Marcus | Statement: [HD, underlyingCompanyFounders, Bernard Marcus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernard Marcus Context triple: [HD, underlyingCompanyFounders, Bernard Marcus]
-
A.
Bernard Marcus
chosen
Bernard Marcus is an American billionaire businessman and philanthropist best known as a co-founder and former CEO of the home improvement retail giant The Home Depot.
-
B.
Arnold Schulman
Arnold Schulman was an American screenwriter and playwright known for his work on films such as "Love with the Proper Stranger" and "A Chorus Line."
-
C.
Ronald Perelman
Ronald Perelman is an American billionaire investor and corporate raider best known for building a vast business empire through leveraged buyouts and his long-time control of Revlon.
-
D.
David M. Rubenstein
David M. Rubenstein is an American billionaire investor, philanthropist, and co-founder of the global private equity firm The Carlyle Group.
-
E.
Melvin Shapiro
Melvin Shapiro is a film editor best known for his work on the musical fantasy film "Finian's Rainbow."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: underlyingCompanyFounders Context triple: [HD, underlyingCompanyFounders, Bernard Marcus]
-
A.
underlyingFoundedBy
Indicates that an entity’s foundational creation or establishment is ultimately attributable to another entity, which serves as its underlying founder.
-
B.
hasParentCompanyFounder
Indicates that an entity is the founder of the parent company of another entity.
-
C.
underlyingCompany
Indicates that one entity serves as the fundamental or base company upon which another entity (such as a product, instrument, or structure) is built, derived, or dependent.
-
D.
currentFounder
Indicates that an entity is a present, active founder of another entity (such as an organization or company).
-
E.
foundedCompany
chosen
Indicates that an entity established or created a company, typically as its founder or co-founder.
- F. None of above.
Provenance (4 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_69aed935ccd881909dc61f81bcdb7a78 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af03a0f3408190adba7a8513bd3d12 |
completed | March 9, 2026, 5:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f2bb38c819090884069688063d2 |
completed | March 14, 2026, 3:30 p.m. |
| PD | Predicate disambiguation | batch_69af018a54848190987f18c066c75068 |
completed | March 9, 2026, 5:21 p.m. |
Created at: March 9, 2026, 3:43 p.m.