Triple
T638797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkshire Hathaway |
E16684
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
GEICO
GEICO is a major American auto insurance company best known for its direct-to-consumer model and iconic advertising campaigns featuring the GEICO Gecko.
|
E79837
|
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: GEICO | Statement: [Berkshire Hathaway, owns, GEICO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GEICO Context triple: [Berkshire Hathaway, owns, GEICO]
-
A.
Allstate
Allstate is a major American insurance company best known for its auto and home insurance services and its long-running national advertising campaigns.
-
B.
Marsh & McLennan
Marsh & McLennan is a global professional services firm specializing in insurance brokerage, risk management, and consulting.
-
C.
State Farm Insurance
State Farm Insurance is a large U.S.-based group of insurance and financial services companies best known for its auto and home insurance offerings and extensive national advertising presence.
-
D.
Mutual of Omaha
Mutual of Omaha is a major American insurance and financial services company headquartered in Omaha, Nebraska.
-
E.
Aon Corporation
Aon Corporation is a global professional services firm specializing in risk management, insurance brokerage, and human capital consulting.
- 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: GEICO Triple: [Berkshire Hathaway, owns, GEICO]
Generated description
GEICO is a major American auto insurance company best known for its direct-to-consumer model and iconic advertising campaigns featuring the GEICO Gecko.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GEICO Target entity description: GEICO is a major American auto insurance company best known for its direct-to-consumer model and iconic advertising campaigns featuring the GEICO Gecko.
-
A.
Allstate
Allstate is a major American insurance company best known for its auto and home insurance services and its long-running national advertising campaigns.
-
B.
Marsh & McLennan
Marsh & McLennan is a global professional services firm specializing in insurance brokerage, risk management, and consulting.
-
C.
State Farm Insurance
State Farm Insurance is a large U.S.-based group of insurance and financial services companies best known for its auto and home insurance offerings and extensive national advertising presence.
-
D.
Mutual of Omaha
Mutual of Omaha is a major American insurance and financial services company headquartered in Omaha, Nebraska.
-
E.
Aon Corporation
Aon Corporation is a global professional services firm specializing in risk management, insurance brokerage, and human capital consulting.
- 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_69a4936be1c88190af56540324b57da7 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49f00260081909d1a679182e23d10 |
completed | March 1, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a574076b30819090f086b42696bb35 |
completed | March 2, 2026, 11:27 a.m. |
| NEDg | Description generation | batch_69a5748d5a4c8190b4f8fcbbae972b88 |
completed | March 2, 2026, 11:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a574fb37348190b0979dad87e79e53 |
completed | March 2, 2026, 11:31 a.m. |
Created at: March 1, 2026, 7:35 p.m.