Triple
T18584390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sgt. Frog |
E454199
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Fuyuki Hinata
Fuyuki Hinata is a kind, occult-obsessed middle school boy who befriends the alien frog Keroro and often gets caught up in his comedic invasion schemes in the anime and manga series "Sgt. Frog."
|
E1332352
|
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: Fuyuki Hinata | Statement: [Sgt. Frog, mainCharacter, Fuyuki Hinata]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fuyuki Hinata Context triple: [Sgt. Frog, mainCharacter, Fuyuki Hinata]
-
A.
Hinata Hyuga
Hinata Hyuga is a gentle yet determined kunoichi of the Hyuga clan in the Naruto series, known for her Byakugan, mastery of Gentle Fist, and steadfast love for Naruto Uzumaki.
-
B.
Hinata Miyazawa
Hinata Miyazawa is a Japanese professional footballer and attacking midfielder/forward renowned for finishing as the top scorer at the 2023 FIFA Women’s World Cup.
-
C.
Sakura Haruno
Sakura Haruno is a main kunoichi protagonist in the Naruto series, known for her exceptional medical ninjutsu, immense chakra-enhanced strength, and growth from an insecure genin to a powerful, reliable ninja.
-
D.
Ryuji Iuchi
Ryuji Iuchi is a Japanese composer best known for creating much of the atmospheric and emotional soundtrack for the Shenmue video game series.
-
E.
Makoto
Makoto is a common Japanese given name used for people of any gender, often associated with sincerity or truth.
- 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: Fuyuki Hinata Triple: [Sgt. Frog, mainCharacter, Fuyuki Hinata]
Generated description
Fuyuki Hinata is a kind, occult-obsessed middle school boy who befriends the alien frog Keroro and often gets caught up in his comedic invasion schemes in the anime and manga series "Sgt. Frog."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fuyuki Hinata Target entity description: Fuyuki Hinata is a kind, occult-obsessed middle school boy who befriends the alien frog Keroro and often gets caught up in his comedic invasion schemes in the anime and manga series "Sgt. Frog."
-
A.
Hinata Hyuga
Hinata Hyuga is a gentle yet determined kunoichi of the Hyuga clan in the Naruto series, known for her Byakugan, mastery of Gentle Fist, and steadfast love for Naruto Uzumaki.
-
B.
Hinata Miyazawa
Hinata Miyazawa is a Japanese professional footballer and attacking midfielder/forward renowned for finishing as the top scorer at the 2023 FIFA Women’s World Cup.
-
C.
Sakura Haruno
Sakura Haruno is a main kunoichi protagonist in the Naruto series, known for her exceptional medical ninjutsu, immense chakra-enhanced strength, and growth from an insecure genin to a powerful, reliable ninja.
-
D.
Ryuji Iuchi
Ryuji Iuchi is a Japanese composer best known for creating much of the atmospheric and emotional soundtrack for the Shenmue video game series.
-
E.
Makoto
Makoto is a common Japanese given name used for people of any gender, often associated with sincerity or truth.
- 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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e543d200dc8190b8797d731f4e4865 |
completed | April 19, 2026, 9:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a04f89193788190bd7334f80c23d0df |
completed | May 13, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a04fe50f2c88190bba68d4c0025d0ef |
completed | May 13, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04ff3cef0481909eef191716f4c74d |
completed | May 13, 2026, 10:46 p.m. |
Created at: April 10, 2026, 11:44 a.m.