Triple

T23514878
Position Surface form Disambiguated ID Type / Status
Subject Jamie Reidy E574330 entity
Predicate notableWork P4 FINISHED
Object Bachelor 101: Cooking + Cleaning = Closing
"Bachelor 101: Cooking + Cleaning = Closing" is a humorous self-help guide by Jamie Reidy that teaches single men basic domestic skills as a strategy for improving their dating lives.
 E1590764 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: Bachelor 101: Cooking + Cleaning = Closing | Statement: [Jamie Reidy, notableWork, Bachelor 101: Cooking + Cleaning = Closing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bachelor 101: Cooking + Cleaning = Closing
Context triple: [Jamie Reidy, notableWork, Bachelor 101: Cooking + Cleaning = Closing]
  • A. Chef It Up
    Chef It Up is a track by rapper Raekwon from his album "Fly International Luxurious Art," showcasing his luxury-themed, street-influenced lyricism.
  • B. Anyone Can Cook
    "Anyone Can Cook" is a fictional bestselling cookbook in the animated film Ratatouille that inspires the belief that great cooking can come from anyone, regardless of background.
  • C. Live from the Kitchen
    Live from the Kitchen is the major-label debut studio album by American rapper Yo Gotti, showcasing his Southern hip hop style and street-oriented lyricism.
  • D. Cookin’ With Brooklyn
    Cookin’ With Brooklyn is a cooking and lifestyle series hosted by Brooklyn Beckham that showcases his attempts to explore and develop his culinary skills.
  • E. I Can Cook Too
    "I Can Cook Too" is a lively, jazz-inflected comic song from the musical *On the Town*, typically performed by the brash and flirtatious character Hildy.
  • 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: Bachelor 101: Cooking + Cleaning = Closing
Triple: [Jamie Reidy, notableWork, Bachelor 101: Cooking + Cleaning = Closing]
Generated description
"Bachelor 101: Cooking + Cleaning = Closing" is a humorous self-help guide by Jamie Reidy that teaches single men basic domestic skills as a strategy for improving their dating lives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bachelor 101: Cooking + Cleaning = Closing
Target entity description: "Bachelor 101: Cooking + Cleaning = Closing" is a humorous self-help guide by Jamie Reidy that teaches single men basic domestic skills as a strategy for improving their dating lives.
  • A. Chef It Up
    Chef It Up is a track by rapper Raekwon from his album "Fly International Luxurious Art," showcasing his luxury-themed, street-influenced lyricism.
  • B. Anyone Can Cook
    "Anyone Can Cook" is a fictional bestselling cookbook in the animated film Ratatouille that inspires the belief that great cooking can come from anyone, regardless of background.
  • C. Live from the Kitchen
    Live from the Kitchen is the major-label debut studio album by American rapper Yo Gotti, showcasing his Southern hip hop style and street-oriented lyricism.
  • D. Cookin’ With Brooklyn
    Cookin’ With Brooklyn is a cooking and lifestyle series hosted by Brooklyn Beckham that showcases his attempts to explore and develop his culinary skills.
  • E. I Can Cook Too
    "I Can Cook Too" is a lively, jazz-inflected comic song from the musical *On the Town*, typically performed by the brash and flirtatious character Hildy.
  • 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_69e245bb3dcc8190ba9a2b35972b58d0 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1aa80d9048190ab735dddd301feb4 completed April 29, 2026, 6:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf48ac808190afe97f9f2b9fe8ae completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce0ffc8c08190a9ef8f8bbdec55b5 completed May 19, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce22ac5ac8190b708bb201fdf3af8 completed May 19, 2026, 10:20 p.m.
Created at: April 17, 2026, 6:08 p.m.