Triple

T12958813
Position Surface form Disambiguated ID Type / Status
Subject Shadow and Bone (TV series) E310083 entity
Predicate mainCharacter P1183 FINISHED
Object Inej Ghafa
Inej Ghafa is a skilled and devout Suli acrobat-turned-spy known as the Wraith, who serves as a key member of Kaz Brekker’s crew in the Grishaverse universe.
E1013795 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: Inej Ghafa | Statement: [Shadow and Bone (TV series), mainCharacter, Inej Ghafa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inej Ghafa
Context triple: [Shadow and Bone (TV series), mainCharacter, Inej Ghafa]
  • A. Ghomari
    Ghomari is an alternative name for the Ghomara language, a Northern Berber language spoken by the Ghomara people in northern Morocco.
  • B. Al Ghanama
    Al Ghanama is a subtribe within the larger Shammar tribal confederation, a prominent Arab tribe historically rooted in the Arabian Peninsula and surrounding regions.
  • C. Ginnat Egoz
    Ginnat Egoz is a seminal Kabbalistic work by medieval Jewish mystic Joseph Gikatilla that explores the symbolic and mystical meanings of the Hebrew language and divine names.
  • D. Mukkabla
    Mukkabla is a hugely popular Tamil film song composed by A. R. Rahman and sung by S. P. Balasubrahmanyam, known for its catchy rhythm and iconic dance choreography.
  • E. Shitta
    Shitta is a well-known residential and commercial neighborhood located within the Surulere area of Lagos, Nigeria.
  • 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: Inej Ghafa
Triple: [Shadow and Bone (TV series), mainCharacter, Inej Ghafa]
Generated description
Inej Ghafa is a skilled and devout Suli acrobat-turned-spy known as the Wraith, who serves as a key member of Kaz Brekker’s crew in the Grishaverse universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inej Ghafa
Target entity description: Inej Ghafa is a skilled and devout Suli acrobat-turned-spy known as the Wraith, who serves as a key member of Kaz Brekker’s crew in the Grishaverse universe.
  • A. Ghomari
    Ghomari is an alternative name for the Ghomara language, a Northern Berber language spoken by the Ghomara people in northern Morocco.
  • B. Al Ghanama
    Al Ghanama is a subtribe within the larger Shammar tribal confederation, a prominent Arab tribe historically rooted in the Arabian Peninsula and surrounding regions.
  • C. Ginnat Egoz
    Ginnat Egoz is a seminal Kabbalistic work by medieval Jewish mystic Joseph Gikatilla that explores the symbolic and mystical meanings of the Hebrew language and divine names.
  • D. Mukkabla
    Mukkabla is a hugely popular Tamil film song composed by A. R. Rahman and sung by S. P. Balasubrahmanyam, known for its catchy rhythm and iconic dance choreography.
  • E. Shitta
    Shitta is a well-known residential and commercial neighborhood located within the Surulere area of Lagos, Nigeria.
  • 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_69d7bdfb57a88190836b743e2825feca completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97e2e44908190bb8b43fc5c3b8a8a completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8dddd80819094c80ef405024419 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6ba0904e8819098bae29961bf0046 completed May 3, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb7a0ae08190813411fa677430aa completed May 3, 2026, 3:05 a.m.
Created at: April 9, 2026, 5:44 p.m.