Triple

T12911274
Position Surface form Disambiguated ID Type / Status
Subject Starfire E308869 entity
Predicate family P566 FINISHED
Object Blackfire
Blackfire is a supervillain from DC Comics, known as Starfire’s older sister and a recurring antagonist with similar but often darker powers.
 E1009859 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: Blackfire | Statement: [Starfire, family, Blackfire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blackfire
Context triple: [Starfire, family, Blackfire]
  • A. Black Fire
    Black Fire is a landmark 1968 anthology that showcases a wide range of Black Arts Movement poetry, fiction, and essays by African American writers.
  • B. Black Fire
    Black Fire is a landmark jazz album by pianist and composer Andrew Hill, celebrated for its adventurous post-bop compositions and innovative harmonic language.
  • C. Soulfire
    Soulfire is a 2017 solo studio album by American musician Steven Van Zandt that revisits his classic rock and soul-infused sound.
  • D. Soulfire
    Soulfire is a fantasy comic book series created by artist Michael Turner that blends magic, futuristic technology, and epic adventure.
  • E. Sunfire
    Sunfire is a Japanese mutant superhero in Marvel Comics known for his solar-based powers and his roles on teams like the X-Men and Avengers.
  • 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: Blackfire
Triple: [Starfire, family, Blackfire]
Generated description
Blackfire is a supervillain from DC Comics, known as Starfire’s older sister and a recurring antagonist with similar but often darker powers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blackfire
Target entity description: Blackfire is a supervillain from DC Comics, known as Starfire’s older sister and a recurring antagonist with similar but often darker powers.
  • A. Black Fire
    Black Fire is a landmark jazz album by pianist and composer Andrew Hill, celebrated for its adventurous post-bop compositions and innovative harmonic language.
  • B. Black Fire
    Black Fire is a landmark 1968 anthology that showcases a wide range of Black Arts Movement poetry, fiction, and essays by African American writers.
  • C. Soulfire
    Soulfire is a 2017 solo studio album by American musician Steven Van Zandt that revisits his classic rock and soul-infused sound.
  • D. Soulfire
    Soulfire is a fantasy comic book series created by artist Michael Turner that blends magic, futuristic technology, and epic adventure.
  • E. Sunfire
    Sunfire is a Japanese mutant superhero in Marvel Comics known for his solar-based powers and his roles on teams like the X-Men and Avengers.
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9719f96248190b746f9d4a468560c completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a56b50b48190a0deefd491ed8c4a completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a6db731c819091b96c4ed6a50f19 completed May 3, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69f6a8a31264819082c1ce67eaa529cc completed May 3, 2026, 1:45 a.m.
Created at: April 9, 2026, 5:41 p.m.