Triple
T9570850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jay Weinberg |
E230911
|
entity |
| Predicate | notableAlbumContribution |
P89862
|
FINISHED |
| Object |
Slipknot album “.5: The Gray Chapter”
".5: The Gray Chapter" is Slipknot's fifth studio album, released in 2014, marking their return after a six-year hiatus and serving as a dark, emotional tribute to late bassist Paul Gray.
|
E806914
|
NE FINISHED |
How this triple was built (5 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: Slipknot album “.5: The Gray Chapter” | Statement: [Jay Weinberg, notableAlbumContribution, Slipknot album “.5: The Gray Chapter”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slipknot album “.5: The Gray Chapter” Context triple: [Jay Weinberg, notableAlbumContribution, Slipknot album “.5: The Gray Chapter”]
-
A.
album "The Notorious K.I.M."
"The Notorious K.I.M." is Lil' Kim's second studio album, a hardcore hip hop release known for its explicit lyrics, bold sexual themes, and assertive feminist persona.
-
B.
album "Rapture"
"Rapture" is Anita Baker's critically acclaimed 1986 R&B/soul album that cemented her status as a leading voice in quiet storm and contemporary soul music.
-
C.
album "Iluminatti"
"Iluminatti" is the debut studio album by Dominican reggaeton and Latin pop singer Natti Natasha, showcasing her rise as a solo artist in the Latin urban music scene.
-
D.
album "Insomniac"
"Insomniac" is a 2007 pop and dance-oriented studio album by Spanish singer Enrique Iglesias, known for its energetic production and hit singles like "Do You Know? (The Ping Pong Song)."
-
E.
album "Awake"
"Awake" is a 2006 studio album by American singer Josh Groban that blends pop, classical crossover, and world music influences.
- 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: Slipknot album “.5: The Gray Chapter” Triple: [Jay Weinberg, notableAlbumContribution, Slipknot album “.5: The Gray Chapter”]
Generated description
".5: The Gray Chapter" is Slipknot's fifth studio album, released in 2014, marking their return after a six-year hiatus and serving as a dark, emotional tribute to late bassist Paul Gray.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slipknot album “.5: The Gray Chapter” Target entity description: ".5: The Gray Chapter" is Slipknot's fifth studio album, released in 2014, marking their return after a six-year hiatus and serving as a dark, emotional tribute to late bassist Paul Gray.
-
A.
album "The Notorious K.I.M."
"The Notorious K.I.M." is Lil' Kim's second studio album, a hardcore hip hop release known for its explicit lyrics, bold sexual themes, and assertive feminist persona.
-
B.
album "Rapture"
"Rapture" is Anita Baker's critically acclaimed 1986 R&B/soul album that cemented her status as a leading voice in quiet storm and contemporary soul music.
-
C.
album "Iluminatti"
"Iluminatti" is the debut studio album by Dominican reggaeton and Latin pop singer Natti Natasha, showcasing her rise as a solo artist in the Latin urban music scene.
-
D.
album "Insomniac"
"Insomniac" is a 2007 pop and dance-oriented studio album by Spanish singer Enrique Iglesias, known for its energetic production and hit singles like "Do You Know? (The Ping Pong Song)."
-
E.
album "Awake"
"Awake" is a 2006 studio album by American singer Josh Groban that blends pop, classical crossover, and world music influences.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableAlbumContribution Context triple: [Jay Weinberg, notableAlbumContribution, Slipknot album “.5: The Gray Chapter”]
-
A.
notableSongContributions
Indicates that an entity has made significant creative or performance contributions to one or more songs.
-
B.
notableComposition
Indicates that an entity is a significant or well-known work created by another entity, such as a notable musical, literary, or artistic composition.
-
C.
notableSongWrittenFor
Indicates that a particular song was specifically written for a given person, group, work, event, or purpose.
-
D.
notableCollaboration
Indicates a significant joint effort or partnership between entities that produced a noteworthy shared outcome or work.
-
E.
notableTrack
Indicates that a particular track (such as a song or recording) is especially significant, well-known, or prominent in relation to the subject.
- F. None of above. chosen
Provenance (7 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_69ca847f22188190a56e4a97625bef22 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd998ab5948190be78db4eed7825a0 |
completed | April 1, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d152ba8f8081908b11c3c098e7e5f0 |
completed | April 4, 2026, 6:04 p.m. |
| NEDg | Description generation | batch_69d1541b005c8190b79fdc6a241d4198 |
completed | April 4, 2026, 6:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d154d3a2d0819095bca826b510ee92 |
completed | April 4, 2026, 6:13 p.m. |
| PD | Predicate disambiguation | batch_69ccd59b960c8190966a8870a2426bd5 |
completed | April 1, 2026, 8:21 a.m. |
| PDg | Predicate description generation | batch_69ccd93e90048190a2b0d7c5c195ba98 |
completed | April 1, 2026, 8:37 a.m. |
Created at: March 30, 2026, 8:04 p.m.