Triple
T4348723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Imogen Heap |
E97968
|
entity |
| Predicate | partnerInMusicGroupWith |
P56197
|
FINISHED |
| Object |
Guy Sigsworth
Guy Sigsworth is a British composer, producer, and songwriter best known for his innovative electronic and pop collaborations, including extensive work with Imogen Heap and the duo Frou Frou.
|
E433434
|
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: Guy Sigsworth | Statement: [Imogen Heap, partnerInMusicGroupWith, Guy Sigsworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guy Sigsworth Context triple: [Imogen Heap, partnerInMusicGroupWith, Guy Sigsworth]
-
A.
Ariel Rechtshaid
Ariel Rechtshaid is a Grammy-winning American record producer, songwriter, and musician known for his work with artists across indie, pop, and alternative music.
-
B.
Jack Antonoff
Jack Antonoff is an American musician, songwriter, and record producer known for his work with artists like Taylor Swift, Lorde, and Lana Del Rey, as well as for leading the band Bleachers.
-
C.
Alex Pall
Alex Pall is an American DJ and music producer best known as one half of the electronic music duo The Chainsmokers.
-
D.
Paul Epworth
Paul Epworth is a British record producer and songwriter renowned for his work with artists like Adele, Florence and the Machine, and Bloc Party, earning multiple Grammy and BRIT Awards.
-
E.
Jon Brion
Jon Brion is an American composer, multi-instrumentalist, and record producer known for his distinctive, melodic production style and acclaimed film scores.
- 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: Guy Sigsworth Triple: [Imogen Heap, partnerInMusicGroupWith, Guy Sigsworth]
Generated description
Guy Sigsworth is a British composer, producer, and songwriter best known for his innovative electronic and pop collaborations, including extensive work with Imogen Heap and the duo Frou Frou.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guy Sigsworth Target entity description: Guy Sigsworth is a British composer, producer, and songwriter best known for his innovative electronic and pop collaborations, including extensive work with Imogen Heap and the duo Frou Frou.
-
A.
Ariel Rechtshaid
Ariel Rechtshaid is a Grammy-winning American record producer, songwriter, and musician known for his work with artists across indie, pop, and alternative music.
-
B.
Jack Antonoff
Jack Antonoff is an American musician, songwriter, and record producer known for his work with artists like Taylor Swift, Lorde, and Lana Del Rey, as well as for leading the band Bleachers.
-
C.
Alex Pall
Alex Pall is an American DJ and music producer best known as one half of the electronic music duo The Chainsmokers.
-
D.
Paul Epworth
Paul Epworth is a British record producer and songwriter renowned for his work with artists like Adele, Florence and the Machine, and Bloc Party, earning multiple Grammy and BRIT Awards.
-
E.
Jon Brion
Jon Brion is an American composer, multi-instrumentalist, and record producer known for his distinctive, melodic production style and acclaimed film scores.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partnerInMusicGroupWith Context triple: [Imogen Heap, partnerInMusicGroupWith, Guy Sigsworth]
-
A.
performingPartner
Indicates that one entity is the partner who participates in or carries out a performance together with another entity.
-
B.
associatedWithArtistGroup
Indicates that an entity has a relationship or connection with a particular artist group or collective.
-
C.
hasBandMember
Indicates that a musical group includes a specific individual as one of its members.
-
D.
performerMemberOf
Indicates that a performer is a member of, or affiliated with, a particular group, organization, or ensemble.
-
E.
notableBandmate
Indicates that two musicians have been members of the same band, with one recognized as a particularly notable or prominent bandmate of the other.
- 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_69b34548402c819085ab68b27c235a87 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351a6e89c8190b9bf2cccb63839b3 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbad2f908190b5ee53bc7f2294c9 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dcbd1c588190b060e1b329092fa2 |
completed | March 14, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dd25ea088190b55a10e11f5e7e1a |
completed | March 14, 2026, 10:11 p.m. |
| PD | Predicate disambiguation | batch_69b34f4fe1c481908d6d66e15697c04b |
completed | March 12, 2026, 11:42 p.m. |
| PDg | Predicate description generation | batch_69b350d1649881908fa6556d875a8b4d |
completed | March 12, 2026, 11:48 p.m. |
Created at: March 12, 2026, 11:15 p.m.