Triple
T13184624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HomeServices of America |
E313814
|
entity |
| Predicate | brandAssociation |
P629
|
FINISHED |
| Object | Berkshire Hathaway brand |
E16684
|
NE FINISHED |
How this triple was built (2 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: Berkshire Hathaway brand | Statement: [HomeServices of America, brandAssociation, Berkshire Hathaway brand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkshire Hathaway brand Context triple: [HomeServices of America, brandAssociation, Berkshire Hathaway brand]
-
A.
Berkshire Hathaway
chosen
Berkshire Hathaway is a multinational conglomerate holding company based in the United States, best known for its diverse portfolio of wholly owned businesses and large equity investments overseen by Warren Buffett.
-
B.
Berkshire Hathaway Primary Group
Berkshire Hathaway Primary Group is an insurance division within Warren Buffett’s Berkshire Hathaway conglomerate that focuses on primary commercial insurance solutions.
-
C.
Shell brand
Shell brand is a global energy and petrochemicals company best known for its distinctive red-and-yellow seashell emblem and extensive network of fuel stations worldwide.
-
D.
Berkshire Hathaway Specialty Insurance
Berkshire Hathaway Specialty Insurance is a commercial insurance provider offering specialized property, casualty, and professional liability coverage worldwide as part of Warren Buffett’s Berkshire Hathaway insurance operations.
-
E.
United Brands Company
United Brands Company was a major American agribusiness and food conglomerate best known as the successor to the United Fruit Company and a key player in the global banana trade.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c4a0b0081908027bf77442ff5ff |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5f307408190afd0df16a417c456 |
completed | May 3, 2026, 7:14 a.m. |
Created at: April 9, 2026, 9:15 p.m.