Triple
T3543642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sears Holdings Corporation |
E74943
|
entity |
| Predicate | majorShareholder |
P347
|
FINISHED |
| Object |
ESL Investments
ESL Investments is a hedge fund founded and led by Edward S. Lampert, known for its concentrated value-investing strategy and high-profile retail holdings.
|
E367339
|
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: ESL Investments | Statement: [Sears Holdings Corporation, majorShareholder, ESL Investments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESL Investments Context triple: [Sears Holdings Corporation, majorShareholder, ESL Investments]
-
A.
Ellerman Investments
Ellerman Investments is a British investment company best known for owning the luxury five-star Ritz London hotel.
-
B.
Ariel Investments
Ariel Investments is a Chicago-based investment management firm known for its focus on value-oriented, long-term investing and its status as one of the largest African American–owned asset management companies in the United States.
-
C.
Cale Street Investments
Cale Street Investments is a real estate-focused investment firm known for acquiring and managing major retail and commercial property assets.
-
D.
Laffer Investments
Laffer Investments is an investment management firm associated with economist Arthur Laffer, known for applying supply-side economic principles to portfolio and wealth management.
-
E.
Wesco Financial Corporation
Wesco Financial Corporation was a diversified financial holding company, long controlled and led by Charlie Munger as a Berkshire Hathaway affiliate involved in insurance, investments, and other businesses.
- 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: ESL Investments Triple: [Sears Holdings Corporation, majorShareholder, ESL Investments]
Generated description
ESL Investments is a hedge fund founded and led by Edward S. Lampert, known for its concentrated value-investing strategy and high-profile retail holdings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESL Investments Target entity description: ESL Investments is a hedge fund founded and led by Edward S. Lampert, known for its concentrated value-investing strategy and high-profile retail holdings.
-
A.
Ellerman Investments
Ellerman Investments is a British investment company best known for owning the luxury five-star Ritz London hotel.
-
B.
Ariel Investments
Ariel Investments is a Chicago-based investment management firm known for its focus on value-oriented, long-term investing and its status as one of the largest African American–owned asset management companies in the United States.
-
C.
Cale Street Investments
Cale Street Investments is a real estate-focused investment firm known for acquiring and managing major retail and commercial property assets.
-
D.
Laffer Investments
Laffer Investments is an investment management firm associated with economist Arthur Laffer, known for applying supply-side economic principles to portfolio and wealth management.
-
E.
Wesco Financial Corporation
Wesco Financial Corporation was a diversified financial holding company, long controlled and led by Charlie Munger as a Berkshire Hathaway affiliate involved in insurance, investments, and other businesses.
- 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_69ad85d274cc8190ab59c97298a1cfbf |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbf752dd481909226044ffe595338 |
completed | March 8, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bdd0cb4819086119b54c2708850 |
completed | March 13, 2026, 4 a.m. |
| NEDg | Description generation | batch_69b38cb6a2188190b68f4903144a0e51 |
completed | March 13, 2026, 4:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b39062a10c8190bc227c02cf4f3ab1 |
completed | March 13, 2026, 4:19 a.m. |
Created at: March 8, 2026, 3:20 p.m.