Triple
T5810707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cyclops |
E128859
|
entity |
| Predicate | romanticPartner |
P9994
|
FINISHED |
| Object |
Emma Frost
Emma Frost is a powerful telepathic mutant in Marvel's X-Men universe, known for her diamond-hard secondary form, complex moral alignment, and roles as both villainous White Queen of the Hellfire Club and later a key member and leader of the X-Men.
|
E551305
|
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: Emma Frost | Statement: [Cyclops, romanticPartner, Emma Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Frost Context triple: [Cyclops, romanticPartner, Emma Frost]
-
A.
Jean Grey
Jean Grey is a powerful mutant telepath and telekinetic from Marvel’s X-Men universe, known for her central role in the Phoenix storyline and her complex struggle to control her immense abilities.
-
B.
Mystique
Mystique is a shape-shifting mutant from Marvel’s X-Men universe, known for her blue skin, yellow eyes, and morally ambiguous role across comics and films.
-
C.
Kitty Pryde
Kitty Pryde is a Marvel Comics mutant superhero and longtime member of the X-Men, known for her ability to phase through solid matter and her roles as Shadowcat and later team leader.
-
D.
Ororo Munroe
Ororo Munroe, better known as Storm, is a powerful mutant superhero in Marvel Comics who can control the weather and is a prominent member and leader of the X-Men.
-
E.
Miss Quill
Miss Quill is a sharp-tongued, battle-hardened alien freedom fighter and teacher from the Doctor Who spin-off series "Class."
- 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: Emma Frost Triple: [Cyclops, romanticPartner, Emma Frost]
Generated description
Emma Frost is a powerful telepathic mutant in Marvel's X-Men universe, known for her diamond-hard secondary form, complex moral alignment, and roles as both villainous White Queen of the Hellfire Club and later a key member and leader of the X-Men.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emma Frost Target entity description: Emma Frost is a powerful telepathic mutant in Marvel's X-Men universe, known for her diamond-hard secondary form, complex moral alignment, and roles as both villainous White Queen of the Hellfire Club and later a key member and leader of the X-Men.
-
A.
Jean Grey
Jean Grey is a powerful mutant telepath and telekinetic from Marvel’s X-Men universe, known for her central role in the Phoenix storyline and her complex struggle to control her immense abilities.
-
B.
Mystique
Mystique is a shape-shifting mutant from Marvel’s X-Men universe, known for her blue skin, yellow eyes, and morally ambiguous role across comics and films.
-
C.
Kitty Pryde
Kitty Pryde is a Marvel Comics mutant superhero and longtime member of the X-Men, known for her ability to phase through solid matter and her roles as Shadowcat and later team leader.
-
D.
Ororo Munroe
Ororo Munroe, better known as Storm, is a powerful mutant superhero in Marvel Comics who can control the weather and is a prominent member and leader of the X-Men.
-
E.
Miss Quill
Miss Quill is a sharp-tongued, battle-hardened alien freedom fighter and teacher from the Doctor Who spin-off series "Class."
- 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_69c0084788848190bcf71f6bc5d71597 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02b538cd08190a7dac378898059b9 |
completed | March 22, 2026, 5:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1826cc081909572d9bf99d5f670 |
completed | March 23, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69c0a210d9788190b3a40e8ec2f2c6b6 |
completed | March 23, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a2afcef88190a77c8089a1b85393 |
completed | March 23, 2026, 2:17 a.m. |
Created at: March 22, 2026, 3:52 p.m.