Triple
T13788841
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laura Ingraham |
E331336
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
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.
|
E1062472
|
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: Billionaire at the Barricades | Statement: [Laura Ingraham, authorOf, Billionaire at the Barricades]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billionaire at the Barricades Context triple: [Laura Ingraham, authorOf, Billionaire at the Barricades]
-
A.
Billionaire Boys Club
Billionaire Boys Club is a streetwear fashion brand co-founded by Pharrell Williams, known for its bold graphics, skate-inspired aesthetic, and strong influence on contemporary urban style.
-
B.
The New Rulers of the World
The New Rulers of the World is a documentary film and book by journalist John Pilger that investigates the impacts of globalization, corporate power, and Western foreign policy on developing countries.
-
C.
Billionaire Boy
Billionaire Boy is a humorous children's novel by David Walliams about a lonely young billionaire who learns that friendship and family matter more than money.
-
D.
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.
-
E.
Billionaire
"Billionaire" is a pop-rap song by Travie McCoy featuring Bruno Mars that humorously expresses the desire for immense wealth and the extravagant lifestyle that comes with it.
- 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: Billionaire at the Barricades Triple: [Laura Ingraham, authorOf, Billionaire at the Barricades]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billionaire at the Barricades Target entity description: 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.
-
A.
Billionaire Boys Club
Billionaire Boys Club is a streetwear fashion brand co-founded by Pharrell Williams, known for its bold graphics, skate-inspired aesthetic, and strong influence on contemporary urban style.
-
B.
The New Rulers of the World
The New Rulers of the World is a documentary film and book by journalist John Pilger that investigates the impacts of globalization, corporate power, and Western foreign policy on developing countries.
-
C.
Billionaire Boy
Billionaire Boy is a humorous children's novel by David Walliams about a lonely young billionaire who learns that friendship and family matter more than money.
-
D.
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.
-
E.
Billionaire
"Billionaire" is a pop-rap song by Travie McCoy featuring Bruno Mars that humorously expresses the desire for immense wealth and the extravagant lifestyle that comes with it.
- 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_69d81c58feb08190a77bca8bf7d6d20f |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de024af32c8190a9bd1278e09564ba |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b07f5cf48190b59827efb5918a95 |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b208e3c88190962a5ce45aecf3e6 |
completed | May 3, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b2c55e188190b0ea8fa400ff2dfc |
completed | May 3, 2026, 8:40 p.m. |
Created at: April 9, 2026, 10:11 p.m.