Triple
T5102199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Discovery Channel |
E115005
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Fast N' Loud
Fast N' Loud is a reality television series that follows Richard Rawlings and his Gas Monkey Garage crew as they find, restore, and flip classic cars.
|
E494274
|
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: Fast N' Loud | Statement: [Discovery Channel, hasProgram, Fast N' Loud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fast N' Loud Context triple: [Discovery Channel, hasProgram, Fast N' Loud]
-
A.
Fast Car
"Fast Car" is a critically acclaimed folk-rock song by American singer-songwriter Tracy Chapman that poignantly explores themes of poverty, hope, and escape.
-
B.
Detroit Three
The Detroit Three are the three major American automobile manufacturers—General Motors, Ford, and Stellantis North America (formerly Chrysler)—historically centered in the Detroit, Michigan area.
-
C.
Hustle
Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
-
D.
Drive Fast (The Stuntman)
"Drive Fast (The Stuntman)" is a narrative-driven rock song by Bruce Springsteen that tells the story of a veteran Hollywood stuntman reflecting on risk, aging, and lost love.
-
E.
Fast Five
Fast Five is a 2011 action film in the Fast & Furious franchise that shifts the series toward heist-centered storytelling and ensemble ensemble action set pieces.
- 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: Fast N' Loud Triple: [Discovery Channel, hasProgram, Fast N' Loud]
Generated description
Fast N' Loud is a reality television series that follows Richard Rawlings and his Gas Monkey Garage crew as they find, restore, and flip classic cars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fast N' Loud Target entity description: Fast N' Loud is a reality television series that follows Richard Rawlings and his Gas Monkey Garage crew as they find, restore, and flip classic cars.
-
A.
Fast Car
"Fast Car" is a critically acclaimed folk-rock song by American singer-songwriter Tracy Chapman that poignantly explores themes of poverty, hope, and escape.
-
B.
Detroit Three
The Detroit Three are the three major American automobile manufacturers—General Motors, Ford, and Stellantis North America (formerly Chrysler)—historically centered in the Detroit, Michigan area.
-
C.
Hustle
Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
-
D.
Drive Fast (The Stuntman)
"Drive Fast (The Stuntman)" is a narrative-driven rock song by Bruce Springsteen that tells the story of a veteran Hollywood stuntman reflecting on risk, aging, and lost love.
-
E.
Fast Five
Fast Five is a 2011 action film in the Fast & Furious franchise that shifts the series toward heist-centered storytelling and ensemble ensemble action set pieces.
- 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7584ed408190a6d1086588f24faa |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba9106ec8190839a7de183efa359 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebafeeca08190baa9344d8628f325 |
completed | March 21, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc3ba76c8190a141ff7366a94f60 |
completed | March 21, 2026, 3:41 p.m. |
Created at: March 20, 2026, 1:41 p.m.