Triple

T2804238
Position Surface form Disambiguated ID Type / Status
Subject Anne-Marie Duff E54013 entity
Predicate notableRole P22 FINISHED
Object Ma Costa in His Dark Materials
Ma Costa in His Dark Materials is a fierce and protective Gyptian matriarch who helps safeguard Lyra and plays a key role in the fight against the Magisterium.
E299577 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: Ma Costa in His Dark Materials | Statement: [Anne-Marie Duff, notableRole, Ma Costa in His Dark Materials]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ma Costa in His Dark Materials
Context triple: [Anne-Marie Duff, notableRole, Ma Costa in His Dark Materials]
  • A. His Dark Materials
    His Dark Materials is a fantasy television series adaptation of Philip Pullman’s acclaimed novel trilogy, featuring parallel worlds, daemons, and a young heroine’s journey against a powerful theocratic authority.
  • B. The Light
    The Light is a notable work by the rapper Common, showcasing his introspective lyricism and soulful, jazz-influenced hip-hop style.
  • C. The Warden
    The Warden is an 1855 novel by Anthony Trollope that inaugurates his Chronicles of Barsetshire series, focusing on church politics, moral conflict, and social reform in a fictional English cathedral town.
  • D. The Tenth World
    The Tenth World is a musical suite or section within Joni Mitchell’s 1977 album "Don Juan's Reckless Daughter," noted for its experimental, world-music-influenced percussion and atmospheric sound.
  • E. Underland
    Underland is the fantastical, surreal realm beneath the surface world in Tim Burton’s reimagining of Lewis Carroll’s Wonderland, inhabited by peculiar creatures and ruled by rival queens.
  • 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: Ma Costa in His Dark Materials
Triple: [Anne-Marie Duff, notableRole, Ma Costa in His Dark Materials]
Generated description
Ma Costa in His Dark Materials is a fierce and protective Gyptian matriarch who helps safeguard Lyra and plays a key role in the fight against the Magisterium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ma Costa in His Dark Materials
Target entity description: Ma Costa in His Dark Materials is a fierce and protective Gyptian matriarch who helps safeguard Lyra and plays a key role in the fight against the Magisterium.
  • A. His Dark Materials
    His Dark Materials is a fantasy television series adaptation of Philip Pullman’s acclaimed novel trilogy, featuring parallel worlds, daemons, and a young heroine’s journey against a powerful theocratic authority.
  • B. The Light
    The Light is a notable work by the rapper Common, showcasing his introspective lyricism and soulful, jazz-influenced hip-hop style.
  • C. The Warden
    The Warden is an 1855 novel by Anthony Trollope that inaugurates his Chronicles of Barsetshire series, focusing on church politics, moral conflict, and social reform in a fictional English cathedral town.
  • D. The Tenth World
    The Tenth World is a musical suite or section within Joni Mitchell’s 1977 album "Don Juan's Reckless Daughter," noted for its experimental, world-music-influenced percussion and atmospheric sound.
  • E. Underland
    Underland is the fantastical, surreal realm beneath the surface world in Tim Burton’s reimagining of Lewis Carroll’s Wonderland, inhabited by peculiar creatures and ruled by rival queens.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde1409148190a06a401185a26b64 completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc674217c81908177b088cc824e7b completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc863133c8190b129a55f8d28966f completed March 10, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_69afc8d43e608190b33159a464dc2e8c completed March 10, 2026, 7:31 a.m.
Created at: March 6, 2026, 9:59 p.m.