Triple
T22303135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emma Frost |
E551305
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
The Stepford Cuckoos
The Stepford Cuckoos are a group of telepathic mutant quintuplet (later triplet) sisters in Marvel’s X-Men comics who share a powerful hive mind and often serve as both students and weapons of the mutant telepathic elite.
|
E1529588
|
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: The Stepford Cuckoos | Statement: [Emma Frost, associatedWith, The Stepford Cuckoos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Stepford Cuckoos Context triple: [Emma Frost, associatedWith, The Stepford Cuckoos]
-
A.
The Stepford Wives
The Stepford Wives is a 1975 satirical horror film, based on Ira Levin’s novel, about a seemingly idyllic suburban town where the wives harbor a sinister secret.
-
B.
Revenge of the Stepford Wives
Revenge of the Stepford Wives is a 1980 made-for-television science fiction thriller film that serves as a sequel to the 1975 movie The Stepford Wives, continuing the story of a seemingly perfect but sinister suburban community.
-
C.
Just a Housewife
"Just a Housewife" is a song from the musical *Working* that reflects the overlooked labor, frustrations, and inner life of a suburban homemaker.
-
D.
Blansky's Beauties
Blansky's Beauties is a short-lived 1970s American sitcom set in Las Vegas that followed a showbiz talent agent and her troupe of showgirls, created as a spin-off from Happy Days.
-
E.
Lady With the Spinning Head
"Lady With the Spinning Head" is a 1991 U2 song, released as a B-side to "One," that features experimental guitar work and lyrical ideas later developed in several tracks on the album Achtung Baby.
- 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: The Stepford Cuckoos Triple: [Emma Frost, associatedWith, The Stepford Cuckoos]
Generated description
The Stepford Cuckoos are a group of telepathic mutant quintuplet (later triplet) sisters in Marvel’s X-Men comics who share a powerful hive mind and often serve as both students and weapons of the mutant telepathic elite.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Stepford Cuckoos Target entity description: The Stepford Cuckoos are a group of telepathic mutant quintuplet (later triplet) sisters in Marvel’s X-Men comics who share a powerful hive mind and often serve as both students and weapons of the mutant telepathic elite.
-
A.
The Stepford Wives
The Stepford Wives is a 1975 satirical horror film, based on Ira Levin’s novel, about a seemingly idyllic suburban town where the wives harbor a sinister secret.
-
B.
Revenge of the Stepford Wives
Revenge of the Stepford Wives is a 1980 made-for-television science fiction thriller film that serves as a sequel to the 1975 movie The Stepford Wives, continuing the story of a seemingly perfect but sinister suburban community.
-
C.
Just a Housewife
"Just a Housewife" is a song from the musical *Working* that reflects the overlooked labor, frustrations, and inner life of a suburban homemaker.
-
D.
Blansky's Beauties
Blansky's Beauties is a short-lived 1970s American sitcom set in Las Vegas that followed a showbiz talent agent and her troupe of showgirls, created as a spin-off from Happy Days.
-
E.
Lady With the Spinning Head
"Lady With the Spinning Head" is a 1991 U2 song, released as a B-side to "One," that features experimental guitar work and lyrical ideas later developed in several tracks on the album Achtung Baby.
- 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_69e11e46c0188190800181a4233f28fe |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1572517588190bef6f8bfb76afb19 |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acc9cd4508190825732ffc8b9fa84 |
completed | May 18, 2026, 8:23 a.m. |
| NEDg | Description generation | batch_6a0acd8b04d88190a545cec751e4a635 |
completed | May 18, 2026, 8:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ace5e9b948190bd4fb7092e6fb62e |
completed | May 18, 2026, 8:31 a.m. |
Created at: April 16, 2026, 8:41 p.m.