Triple
T6974299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World’s Billionaires list |
E161676
|
entity |
| Predicate | relatedList |
P37
|
FINISHED |
| Object |
Forbes Real-Time Billionaires list
The Forbes Real-Time Billionaires list is a continuously updated ranking that tracks and displays changes in the net worth of the world’s wealthiest individuals as global markets move.
|
E634177
|
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 Real-Time Billionaires list | Statement: [World’s Billionaires list, relatedList, Forbes Real-Time Billionaires list]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forbes Real-Time Billionaires list Context triple: [World’s Billionaires list, relatedList, Forbes Real-Time Billionaires list]
-
A.
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.
-
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.
Global 100
Global 100 is a ranking of the world’s largest and most prestigious law firms, typically ordered by metrics such as revenue and international reach.
-
D.
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.
-
E.
Fortune 40 Under 40 list
The Fortune 40 Under 40 list is an annual ranking highlighting influential and emerging leaders under the age of 40 across business, technology, finance, and other key industries.
- 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 Real-Time Billionaires list Triple: [World’s Billionaires list, relatedList, Forbes Real-Time Billionaires list]
Generated description
The Forbes Real-Time Billionaires list is a continuously updated ranking that tracks and displays changes in the net worth of the world’s wealthiest individuals as global markets move.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forbes Real-Time Billionaires list Target entity description: The Forbes Real-Time Billionaires list is a continuously updated ranking that tracks and displays changes in the net worth of the world’s wealthiest individuals as global markets move.
-
A.
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.
-
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.
Global 100
Global 100 is a ranking of the world’s largest and most prestigious law firms, typically ordered by metrics such as revenue and international reach.
-
D.
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.
-
E.
Fortune 40 Under 40 list
The Fortune 40 Under 40 list is an annual ranking highlighting influential and emerging leaders under the age of 40 across business, technology, finance, and other key industries.
- 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_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_69c76a0735548190a406387c929cca07 |
completed | March 28, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69c76aedc2808190a20ba13534feb05f |
completed | March 28, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76b2d1d788190a398cb515755701c |
completed | March 28, 2026, 5:46 a.m. |
Created at: March 27, 2026, 2:30 p.m.