Triple
T3015638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David H. Koch |
E82328
|
entity |
| Predicate | listedIn |
P1278
|
FINISHED |
| Object | Forbes billionaires list |
E161676
|
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: Forbes billionaires list | Statement: [David H. Koch, listedIn, Forbes billionaires list]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forbes billionaires list Context triple: [David H. Koch, listedIn, Forbes billionaires list]
-
A.
World’s Billionaires list
chosen
The World’s Billionaires list is Forbes magazine’s annual ranking of the world’s wealthiest individuals, detailing their net worth and sources of wealth.
-
B.
Forbes Global 2000 list
The Forbes Global 2000 list is an annual ranking by Forbes magazine that identifies and ranks the world’s largest publicly traded companies based on a composite score of revenues, profits, assets, and market value.
-
C.
Forbes
Forbes is a global media company best known for its business magazine that ranks and profiles the world’s wealthiest individuals, companies, and influential leaders.
-
D.
Forbes
Forbes is a historic rural town in central-west New South Wales, Australia, known for its agricultural industry and heritage architecture along the Lachlan River.
-
E.
Forbes list of the World's 100 Most Powerful Women
The Forbes list of the World's 100 Most Powerful Women is an annual ranking by Forbes magazine that highlights the most influential women across politics, business, technology, media, and philanthropy worldwide.
- 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_69ad8b1eb53481908c39bbcd1ec104b2 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a6b37288190a6965d183ca4b08b |
completed | March 8, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e6b78448190beb41460314278ec |
completed | March 11, 2026, 8:57 a.m. |
Created at: March 8, 2026, 3 p.m.