Triple

T18584413
Position Surface form Disambiguated ID Type / Status
Subject Sgt. Frog E454199 entity
Predicate hasProtagonistSpecies P39813 FINISHED
Object Keronian
Keronian refers to a fictional race of small, frog-like alien invaders from the manga and anime series "Sgt. Frog" (Keroro Gunso).
 E1332358 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: Keronian | Statement: [Sgt. Frog, hasProtagonistSpecies, Keronian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keronian
Context triple: [Sgt. Frog, hasProtagonistSpecies, Keronian]
  • A. Talaxians
    The Talaxians are a jovial, resourceful humanoid species from the Delta Quadrant in the Star Trek universe, best known through the character Neelix in Star Trek: Voyager.
  • B. Sontarans
    The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
  • C. Kzinti
    The Kzinti are a warlike, feline-like alien species from Larry Niven’s Known Space universe, known for their aggression, honor-based culture, and repeated conflicts with humanity.
  • D. Udorians
    Udorians are a human-derived ethnic group in the EVE Online universe, historically subjugated and assimilated by the Amarr Empire.
  • E. Vesians
    Vesians are a fictional people or species associated with the character or setting named Ves'.
  • 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: Keronian
Triple: [Sgt. Frog, hasProtagonistSpecies, Keronian]
Generated description
Keronian refers to a fictional race of small, frog-like alien invaders from the manga and anime series "Sgt. Frog" (Keroro Gunso).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keronian
Target entity description: Keronian refers to a fictional race of small, frog-like alien invaders from the manga and anime series "Sgt. Frog" (Keroro Gunso).
  • A. Talaxians
    The Talaxians are a jovial, resourceful humanoid species from the Delta Quadrant in the Star Trek universe, best known through the character Neelix in Star Trek: Voyager.
  • B. Sontarans
    The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
  • C. Kzinti
    The Kzinti are a warlike, feline-like alien species from Larry Niven’s Known Space universe, known for their aggression, honor-based culture, and repeated conflicts with humanity.
  • D. Udorians
    Udorians are a human-derived ethnic group in the EVE Online universe, historically subjugated and assimilated by the Amarr Empire.
  • E. Vesians
    Vesians are a fictional people or species associated with the character or setting named Ves'.
  • 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.