Triple
T19144294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Leigh |
E468638
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Battlers and Billionaires
Battlers and Billionaires is a non-fiction book by Australian economist and politician Andrew Leigh that examines income inequality and the changing distribution of wealth in Australia.
|
E1360682
|
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: Battlers and Billionaires | Statement: [Andrew Leigh, notableWork, Battlers and Billionaires]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battlers and Billionaires Context triple: [Andrew Leigh, notableWork, Battlers and Billionaires]
-
A.
Hood Billionaire
Hood Billionaire is a studio album by American rapper Rick Ross that showcases his luxury-rap style over hard-hitting Southern hip-hop production.
-
B.
Ben Billions
Ben Billions is an American record producer and songwriter known for crafting hit tracks for major hip-hop and R&B artists such as The Weeknd, Beyoncé, and DJ Khaled.
-
C.
Billionaire at the Barricades
Billionaire at the Barricades is a political book that analyzes the rise of populism in America and the ascent of Donald Trump within the conservative movement.
-
D.
Lord of Wealth
Lord of Wealth is an epithet of Kubera, the Hindu god associated with riches, prosperity, and the guardianship of treasure.
-
E.
The Big Money
The Big Money is a 1958 British crime comedy film in which Jennifer Jayne appears alongside Ian Carmichael and Belinda Lee.
- 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: Battlers and Billionaires Triple: [Andrew Leigh, notableWork, Battlers and Billionaires]
Generated description
Battlers and Billionaires is a non-fiction book by Australian economist and politician Andrew Leigh that examines income inequality and the changing distribution of wealth in Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battlers and Billionaires Target entity description: Battlers and Billionaires is a non-fiction book by Australian economist and politician Andrew Leigh that examines income inequality and the changing distribution of wealth in Australia.
-
A.
Hood Billionaire
Hood Billionaire is a studio album by American rapper Rick Ross that showcases his luxury-rap style over hard-hitting Southern hip-hop production.
-
B.
Ben Billions
Ben Billions is an American record producer and songwriter known for crafting hit tracks for major hip-hop and R&B artists such as The Weeknd, Beyoncé, and DJ Khaled.
-
C.
Billionaire at the Barricades
Billionaire at the Barricades is a political book that analyzes the rise of populism in America and the ascent of Donald Trump within the conservative movement.
-
D.
Lord of Wealth
Lord of Wealth is an epithet of Kubera, the Hindu god associated with riches, prosperity, and the guardianship of treasure.
-
E.
The Big Money
The Big Money is a 1958 British crime comedy film in which Jennifer Jayne appears alongside Ian Carmichael and Belinda Lee.
- 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e977fa208190aa8cafd0966599c6 |
completed | April 20, 2026, 8:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f24e34c4819090954c2b79ab20bb |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f366e514819080de839bdde22fc2 |
completed | May 15, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4039ca881908679e5da604eea50 |
completed | May 15, 2026, 10:22 a.m. |
Created at: April 10, 2026, 12:06 p.m.