Triple

T14654985
Position Surface form Disambiguated ID Type / Status
Subject Plague of Frogs arc E344085 entity
Predicate featuresAntagonist P32100 FINISHED
Object Memnan Saa
Memnan Saa is a powerful and enigmatic sorcerer from the Hellboy/B.P.R.D. comics, known for manipulating events from the shadows in pursuit of apocalyptic visions and control over supernatural forces.
E1112897 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: Memnan Saa | Statement: [Plague of Frogs arc, featuresAntagonist, Memnan Saa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Memnan Saa
Context triple: [Plague of Frogs arc, featuresAntagonist, Memnan Saa]
  • A. Sauti Sol
    Sauti Sol is a Kenyan afro-pop band known for their rich vocal harmonies and fusion of traditional African rhythms with contemporary pop and R&B sounds.
  • B. Hammoud
    Hammoud is an Arabic-origin surname commonly borne by individuals and families across the Middle East and its diaspora.
  • C. Umang Lai
    Umang Lai are forest deities in the Meitei religion of Sanamahism, revered as guardians of sacred groves and natural spaces in Manipur.
  • D. Wasalu
    Wasalu is the given first name of American rapper, songwriter, and record producer Lupe Fiasco.
  • E. Sand Saref
    Sand Saref is a seductive and morally ambiguous femme fatale from the comic-book-inspired film "The Spirit," known for her complex past with the titular hero and her pursuit of priceless artifacts.
  • 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: Memnan Saa
Triple: [Plague of Frogs arc, featuresAntagonist, Memnan Saa]
Generated description
Memnan Saa is a powerful and enigmatic sorcerer from the Hellboy/B.P.R.D. comics, known for manipulating events from the shadows in pursuit of apocalyptic visions and control over supernatural forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Memnan Saa
Target entity description: Memnan Saa is a powerful and enigmatic sorcerer from the Hellboy/B.P.R.D. comics, known for manipulating events from the shadows in pursuit of apocalyptic visions and control over supernatural forces.
  • A. Sauti Sol
    Sauti Sol is a Kenyan afro-pop band known for their rich vocal harmonies and fusion of traditional African rhythms with contemporary pop and R&B sounds.
  • B. Hammoud
    Hammoud is an Arabic-origin surname commonly borne by individuals and families across the Middle East and its diaspora.
  • C. Umang Lai
    Umang Lai are forest deities in the Meitei religion of Sanamahism, revered as guardians of sacred groves and natural spaces in Manipur.
  • D. Wasalu
    Wasalu is the given first name of American rapper, songwriter, and record producer Lupe Fiasco.
  • E. Sand Saref
    Sand Saref is a seductive and morally ambiguous femme fatale from the comic-book-inspired film "The Spirit," known for her complex past with the titular hero and her pursuit of priceless artifacts.
  • 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb518f7dc8190877997ea4cd3eed2 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5de0b98819094c32765e4cb3f9c completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fddd8d7da481909d38d9390770939c completed May 8, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_69fdde23da708190b7eabeed6a9cb169 completed May 8, 2026, 12:59 p.m.
Created at: April 10, 2026, 1:27 a.m.