Triple

T6284716
Position Surface form Disambiguated ID Type / Status
Subject Dan + Shay E140868 entity
Predicate notableWork P4 FINISHED
Object How Not To
"How Not To" is a country-pop song by American duo Dan + Shay that showcases their signature harmonies and emotional storytelling about a struggling relationship.
E582650 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: How Not To | Statement: [Dan + Shay, notableWork, How Not To]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How Not To
Context triple: [Dan + Shay, notableWork, How Not To]
  • A. You’re Not Doing It Right (book)
    "You’re Not Doing It Right" is a humorous, self-deprecating memoir by comedian Michael Ian Black that explores marriage, parenthood, and adulthood through a series of personal essays.
  • B. I’m Not Rappaport
    "I’m Not Rappaport" is a stage play (later adapted into a film) that centers on the humorous and poignant friendship between two elderly men who regularly meet on a New York City park bench.
  • C. Not a Bad Thing
    "Not a Bad Thing" is a pop/R&B love song by Justin Timberlake from his 2013 album "The 20/20 Experience – 2 of 2."
  • D. Screw It, Let’s Do It
    Screw It, Let’s Do It is a motivational business and life philosophy book by entrepreneur Richard Branson, sharing lessons and stories from his experiences building the Virgin Group.
  • E. No, No, No
    "No, No, No" is the debut single by American R&B group Destiny's Child, recognized for introducing the group to mainstream audiences in the late 1990s.
  • 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: How Not To
Triple: [Dan + Shay, notableWork, How Not To]
Generated description
"How Not To" is a country-pop song by American duo Dan + Shay that showcases their signature harmonies and emotional storytelling about a struggling relationship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How Not To
Target entity description: "How Not To" is a country-pop song by American duo Dan + Shay that showcases their signature harmonies and emotional storytelling about a struggling relationship.
  • A. You’re Not Doing It Right (book)
    "You’re Not Doing It Right" is a humorous, self-deprecating memoir by comedian Michael Ian Black that explores marriage, parenthood, and adulthood through a series of personal essays.
  • B. I’m Not Rappaport
    "I’m Not Rappaport" is a stage play (later adapted into a film) that centers on the humorous and poignant friendship between two elderly men who regularly meet on a New York City park bench.
  • C. Not a Bad Thing
    "Not a Bad Thing" is a pop/R&B love song by Justin Timberlake from his 2013 album "The 20/20 Experience – 2 of 2."
  • D. Screw It, Let’s Do It
    Screw It, Let’s Do It is a motivational business and life philosophy book by entrepreneur Richard Branson, sharing lessons and stories from his experiences building the Virgin Group.
  • E. No, No, No
    "No, No, No" is the debut single by American R&B group Destiny's Child, recognized for introducing the group to mainstream audiences in the late 1990s.
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063fc906481908283c6c50a212515 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5196defc08190810c6d208ade918b completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c529857afc8190b8807615ea2b4e4d completed March 26, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69c58854c0c081908beccb626e923af3 completed March 26, 2026, 7:26 p.m.
Created at: March 22, 2026, 4:26 p.m.