Triple
T23249549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Us Weekly |
E581694
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Hot Stuff
Hot Stuff is a popular celebrity news and gossip section featured in the entertainment magazine Us Weekly.
|
E1576368
|
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: Hot Stuff | Statement: [Us Weekly, hasSection, Hot Stuff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hot Stuff Context triple: [Us Weekly, hasSection, Hot Stuff]
-
A.
Hot Stuff
"Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
-
B.
Hot Stuff
"Hot Stuff" is a song featured on the album "Come an’ Get It," likely a rock or pop track known for its energetic, catchy style.
-
C.
Hot Thing
"Hot Thing" is a funk-infused track by Prince from his acclaimed 1987 double album *Sign o’ the Times*, noted for its sensual lyrics and dance-driven groove.
-
D.
Hot Hot Hot
"Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
-
E.
Hot Shot
"Hot Shot" is a 2000 reggae fusion studio album by Jamaican artist Shaggy that achieved global success with hits like "It Wasn't Me" and "Angel."
- 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: Hot Stuff Triple: [Us Weekly, hasSection, Hot Stuff]
Generated description
Hot Stuff is a popular celebrity news and gossip section featured in the entertainment magazine Us Weekly.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hot Stuff Target entity description: Hot Stuff is a popular celebrity news and gossip section featured in the entertainment magazine Us Weekly.
-
A.
Hot Stuff
"Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
-
B.
Hot Stuff
"Hot Stuff" is a song featured on the album "Come an’ Get It," likely a rock or pop track known for its energetic, catchy style.
-
C.
Hot Thing
"Hot Thing" is a funk-infused track by Prince from his acclaimed 1987 double album *Sign o’ the Times*, noted for its sensual lyrics and dance-driven groove.
-
D.
Hot Hot Hot
"Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
-
E.
Hot Shot
"Hot Shot" is a 2000 reggae fusion studio album by Jamaican artist Shaggy that achieved global success with hits like "It Wasn't Me" and "Angel."
- 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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f4d7e4819085eec6279696db34 |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f65f9bc8190baf45796ffb12408 |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c4008c4a881908ad49e733b549036 |
completed | May 19, 2026, 10:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40bece448190bb9fd1a3058a1f06 |
completed | May 19, 2026, 10:51 a.m. |
Created at: April 17, 2026, 4:10 p.m.