Triple

T30345078

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kazuto Kirigaya	`E771848`	entity
Predicate	fightsAntagonist	`P18963`	FINISHED
Object	Heathcliff Heathcliff is the stern and enigmatic leader of the Knights of the Blood Oath in Sword Art Online, later revealed to be the game’s creator and final boss, Akihiko Kayaba.	`E1911739`	NE FINISHED

How this triple was built (3 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: Heathcliff | Statement: [Kazuto Kirigaya, fightsAntagonist, Heathcliff]

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: Heathcliff
Triple: [Kazuto Kirigaya, fightsAntagonist, Heathcliff]

Generated description

Heathcliff is the stern and enigmatic leader of the Knights of the Blood Oath in Sword Art Online, later revealed to be the game’s creator and final boss, Akihiko Kayaba.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: fightsAntagonist
Context triple: [Kazuto Kirigaya, fightsAntagonist, Heathcliff]

A. fightsUsing
Indicates that one entity engages in combat or conflict by employing another entity as its weapon, tool, or method of fighting.
B. antagonistOf chosen
Indicates a relationship where one entity actively opposes, conflicts with, or serves as an adversary to another.
C. antagonistActionOf
Indicates that one entity performs an action in opposition or hostility toward another entity, acting as its antagonist.
D. hasAntagonisticProtagonist
Indicates that the work features a main character who opposes or undermines the typical heroic or moral expectations of a traditional protagonist.
E. diesFighting
Indicates that an entity dies as a direct result of engaging in a fight or combat.
F. None of above.

Provenance (6 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_69f2248b9a208190bc3e6804acd5afd6`	completed	April 29, 2026, 3:32 p.m.
NER	Named-entity recognition	`batch_69f6a0ea04888190ac3a813b603bcb5c`	completed	May 3, 2026, 1:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a277c2737348190b3dc8979f853cd3a`	completed	June 9, 2026, 2:36 a.m.
NEDg	Description generation	`batch_6a277eea31948190aa32de01ebaf1839`	completed	June 9, 2026, 2:48 a.m.
NED2	Entity disambiguation (via description)	`batch_6a27829f129c8190bb94438be86c5418`	completed	June 9, 2026, 3:03 a.m.
PD	Predicate disambiguation	`batch_69f69fe463248190aa78128abeab1183`	completed	May 3, 2026, 1:07 a.m.

Created at: April 29, 2026, 7:55 p.m.