Triple
T4348722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Imogen Heap |
E97968
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Frou Frou
Frou Frou is an English electronic music duo best known for their atmospheric, emotive pop sound and their influential early-2000s album "Details."
|
E433433
|
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: Frou Frou | Statement: [Imogen Heap, memberOf, Frou Frou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frou Frou Context triple: [Imogen Heap, memberOf, Frou Frou]
-
A.
Art of Noise
Art of Noise is a pioneering British avant-garde synth-pop group known for its innovative use of sampling and experimental electronic production in the 1980s.
-
B.
The Ting Tings
The Ting Tings are an English indie pop duo known for their catchy, danceable hits like "That's Not My Name" and "Shut Up and Let Me Go."
-
C.
Florence and the Machine
Florence and the Machine is an English indie rock band led by singer-songwriter Florence Welch, known for its dramatic, baroque-pop sound and powerful vocals on hits like "Dog Days Are Over" and "Shake It Out."
-
D.
The Human League
The Human League is a pioneering British synth-pop band formed in the late 1970s, best known for their influential electronic sound and hits like "Don't You Want Me."
-
E.
Erasure
Erasure is a British synth-pop duo, formed in the mid-1980s by Vince Clarke and Andy Bell, known for their melodic electronic hits and significant influence on the genre.
- 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: Frou Frou Triple: [Imogen Heap, memberOf, Frou Frou]
Generated description
Frou Frou is an English electronic music duo best known for their atmospheric, emotive pop sound and their influential early-2000s album "Details."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frou Frou Target entity description: Frou Frou is an English electronic music duo best known for their atmospheric, emotive pop sound and their influential early-2000s album "Details."
-
A.
Art of Noise
Art of Noise is a pioneering British avant-garde synth-pop group known for its innovative use of sampling and experimental electronic production in the 1980s.
-
B.
The Ting Tings
The Ting Tings are an English indie pop duo known for their catchy, danceable hits like "That's Not My Name" and "Shut Up and Let Me Go."
-
C.
Florence and the Machine
Florence and the Machine is an English indie rock band led by singer-songwriter Florence Welch, known for its dramatic, baroque-pop sound and powerful vocals on hits like "Dog Days Are Over" and "Shake It Out."
-
D.
The Human League
The Human League is a pioneering British synth-pop band formed in the late 1970s, best known for their influential electronic sound and hits like "Don't You Want Me."
-
E.
Erasure
Erasure is a British synth-pop duo, formed in the mid-1980s by Vince Clarke and Andy Bell, known for their melodic electronic hits and significant influence on the genre.
- 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_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. |
Created at: March 12, 2026, 11:15 p.m.