Triple
T5535523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Cole |
E145151
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Things That Make You Go Hmmm...
"Things That Make You Go Hmmm..." is a 1991 dance-pop song by American artist C+C Music Factory that became a major hit for its catchy hook and humorous, observational lyrics.
|
E528008
|
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: Things That Make You Go Hmmm... | Statement: [David Cole, notableWork, Things That Make You Go Hmmm...]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Things That Make You Go Hmmm... Context triple: [David Cole, notableWork, Things That Make You Go Hmmm...]
-
A.
Enquire Within Upon Everything
Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
-
B.
Certain Things
"Certain Things" is a song by the American ska-punk band Carry the Banner.
-
C.
Some Might Say
"Some Might Say" is a 1995 Britpop anthem by the English rock band Oasis, known as one of their major hit singles and a defining track of their early career.
-
D.
The Whole Shebang
The Whole Shebang is a popular science book by Timothy Ferris that explores the origins, structure, and fate of the universe in an accessible and wide-ranging overview of modern cosmology.
-
E.
Reconsider Everything
"Reconsider Everything" is a song by the progressive rock band Evolver.
- 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: Things That Make You Go Hmmm... Triple: [David Cole, notableWork, Things That Make You Go Hmmm...]
Generated description
"Things That Make You Go Hmmm..." is a 1991 dance-pop song by American artist C+C Music Factory that became a major hit for its catchy hook and humorous, observational lyrics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Things That Make You Go Hmmm... Target entity description: "Things That Make You Go Hmmm..." is a 1991 dance-pop song by American artist C+C Music Factory that became a major hit for its catchy hook and humorous, observational lyrics.
-
A.
Enquire Within Upon Everything
Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
-
B.
Certain Things
"Certain Things" is a song by the American ska-punk band Carry the Banner.
-
C.
Some Might Say
"Some Might Say" is a 1995 Britpop anthem by the English rock band Oasis, known as one of their major hit singles and a defining track of their early career.
-
D.
The Whole Shebang
The Whole Shebang is a popular science book by Timothy Ferris that explores the origins, structure, and fate of the universe in an accessible and wide-ranging overview of modern cosmology.
-
E.
Reconsider Everything
"Reconsider Everything" is a song by the progressive rock band Evolver.
- 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_69c008f9955881909bfa8348b56b4739 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01faed1d08190b6a57faedaf1b56a |
completed | March 22, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c02810084c81909fde56d6ee4ad328 |
completed | March 22, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c033df2c7881909660eb931908318c |
completed | March 22, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c034640cd081909b44ff23e9005e57 |
completed | March 22, 2026, 6:26 p.m. |
Created at: March 22, 2026, 3:34 p.m.