Triple
T4208235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | It Takes a Nation of Millions to Hold Us Back |
E93832
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Cold Lampin’ with Flavor
"Cold Lampin’ with Flavor" is a track by the pioneering hip-hop group Public Enemy, featured on their influential 1988 album *It Takes a Nation of Millions to Hold Us Back*.
|
E421451
|
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: Cold Lampin’ with Flavor | Statement: [It Takes a Nation of Millions to Hold Us Back, hasPart, Cold Lampin’ with Flavor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cold Lampin’ with Flavor Context triple: [It Takes a Nation of Millions to Hold Us Back, hasPart, Cold Lampin’ with Flavor]
-
A.
Landscape of Flavors
Landscape of Flavors is a quick-service food court at Disney’s Art of Animation Resort known for its diverse, customizable dishes and themed dining areas inspired by Disney and Pixar films.
-
B.
Champagne Jam
Champagne Jam is a 1978 Southern rock album by the Atlanta Rhythm Section, known for its polished production and radio-friendly hits like "Imaginary Lover."
-
C.
Pym Tasting Lab
Pym Tasting Lab is a Marvel-themed eatery and bar in Disney’s Avengers Campus that playfully uses “Pym Particle” science to serve creatively sized snacks and beverages.
-
D.
Spic-O-Rama
Spic-O-Rama is a one-man stage show by John Leguizamo in which he portrays multiple Latino characters in a fast-paced, comedic exploration of family and cultural identity.
-
E.
Gourmet Night
Gourmet Night is a celebrated episode of the British sitcom Fawlty Towers, centered on a disastrous high-class dinner event at the hotel.
- 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: Cold Lampin’ with Flavor Triple: [It Takes a Nation of Millions to Hold Us Back, hasPart, Cold Lampin’ with Flavor]
Generated description
"Cold Lampin’ with Flavor" is a track by the pioneering hip-hop group Public Enemy, featured on their influential 1988 album *It Takes a Nation of Millions to Hold Us Back*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cold Lampin’ with Flavor Target entity description: "Cold Lampin’ with Flavor" is a track by the pioneering hip-hop group Public Enemy, featured on their influential 1988 album *It Takes a Nation of Millions to Hold Us Back*.
-
A.
Landscape of Flavors
Landscape of Flavors is a quick-service food court at Disney’s Art of Animation Resort known for its diverse, customizable dishes and themed dining areas inspired by Disney and Pixar films.
-
B.
Champagne Jam
Champagne Jam is a 1978 Southern rock album by the Atlanta Rhythm Section, known for its polished production and radio-friendly hits like "Imaginary Lover."
-
C.
Pym Tasting Lab
Pym Tasting Lab is a Marvel-themed eatery and bar in Disney’s Avengers Campus that playfully uses “Pym Particle” science to serve creatively sized snacks and beverages.
-
D.
Spic-O-Rama
Spic-O-Rama is a one-man stage show by John Leguizamo in which he portrays multiple Latino characters in a fast-paced, comedic exploration of family and cultural identity.
-
E.
Gourmet Night
Gourmet Night is a celebrated episode of the British sitcom Fawlty Towers, centered on a disastrous high-class dinner event at the hotel.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b3480e2aa08190a0b24df3b0e4b272 |
completed | March 12, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5962bb63c81909e28a958323edb82 |
completed | March 14, 2026, 5:08 p.m. |
| NEDg | Description generation | batch_69b596b7330081908c66a5a756531ffd |
completed | March 14, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59762105481908e3534600486b82d |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 12, 2026, 11:03 p.m.