Triple
T2953726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Laffer |
E79880
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
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.
|
E315159
|
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: Laffer Investments | Statement: [Arthur Laffer, founded, Laffer Investments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laffer Investments Context triple: [Arthur Laffer, founded, Laffer Investments]
-
A.
Ellerman Investments
Ellerman Investments is a British investment company best known for owning the luxury five-star Ritz London hotel.
-
B.
Godfrey Investment Group
Godfrey Investment Group is a real estate investment firm known for owning prominent commercial properties such as the iconic Fountain Place skyscraper in Dallas, Texas.
-
C.
Anabasis Investments
Anabasis Investments is a film production company best known for its involvement in creating the 1982 action movie "First Blood."
-
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.
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.
- 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: Laffer Investments Triple: [Arthur Laffer, founded, Laffer Investments]
Generated description
Laffer Investments is an investment management firm associated with economist Arthur Laffer, known for applying supply-side economic principles to portfolio and wealth management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laffer Investments Target entity description: Laffer Investments is an investment management firm associated with economist Arthur Laffer, known for applying supply-side economic principles to portfolio and wealth management.
-
A.
Ellerman Investments
Ellerman Investments is a British investment company best known for owning the luxury five-star Ritz London hotel.
-
B.
Godfrey Investment Group
Godfrey Investment Group is a real estate investment firm known for owning prominent commercial properties such as the iconic Fountain Place skyscraper in Dallas, Texas.
-
C.
Anabasis Investments
Anabasis Investments is a film production company best known for its involvement in creating the 1982 action movie "First Blood."
-
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.
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.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98ff874c81908077a90fdc5e8549 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc82d1248190869beffffc0bf956 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd25e07c819088b2b1bcef4cf54e |
completed | March 11, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b100ecbee081908832ddec0efdc751 |
completed | March 11, 2026, 5:43 a.m. |
Created at: March 8, 2026, 2:57 p.m.