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.