Triple
T6974298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World’s Billionaires list |
E161676
|
entity |
| Predicate | relatedList |
P37
|
FINISHED |
| Object |
Forbes 400
The Forbes 400 is Forbes magazine’s annual ranking of the 400 wealthiest people in the United States, detailing their net worth and sources of wealth.
|
E31814
|
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: Forbes 400 | Statement: [World’s Billionaires list, relatedList, Forbes 400]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forbes 400 Context triple: [World’s Billionaires list, relatedList, Forbes 400]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
World’s Billionaires list
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.
-
E.
Fortune 500
Fortune 500 is an annual ranking by Fortune magazine that lists the 500 largest U.S. companies by total revenue.
- 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: Forbes 400 Triple: [World’s Billionaires list, relatedList, Forbes 400]
Generated description
The Forbes 400 is Forbes magazine’s annual ranking of the 400 wealthiest people in the United States, detailing their net worth and sources of wealth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forbes 400 Target entity description: The Forbes 400 is Forbes magazine’s annual ranking of the 400 wealthiest people in the United States, detailing their net worth and sources of wealth.
-
A.
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.
-
B.
Forbes
chosen
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.
-
C.
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.
-
D.
World’s Billionaires list
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.
-
E.
Fortune 500
Fortune 500 is an annual ranking by Fortune magazine that lists the 500 largest U.S. companies by total revenue.
- F. None of above.
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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3bda908190a10a91dc8d043ef1 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761a6bbdc81908c96871f151db279 |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c7639074f48190bc095f18fc35c08b |
completed | March 28, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76435fd2c819099143ea12f21d095 |
completed | March 28, 2026, 5:16 a.m. |
Created at: March 27, 2026, 2:30 p.m.