Triple

T15368792
Position Surface form Disambiguated ID Type / Status
Subject Mark "Chopper" Read E367486 entity
Predicate spouse P13 FINISHED
Object Mary-Ann Hodge
Mary-Ann Hodge is best known as the former wife of notorious Australian criminal and author Mark "Chopper" Read.
 E1202597 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: Mary-Ann Hodge | Statement: [Mark "Chopper" Read, spouse, Mary-Ann Hodge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mary-Ann Hodge
Context triple: [Mark "Chopper" Read, spouse, Mary-Ann Hodge]
  • A. Coral Browne
    Coral Browne was an Australian-born stage and screen actress known for her sophisticated wit, acclaimed theatre work in Britain, and memorable film roles including in "Auntie Mame" and "Dreamchild."
  • B. Marlorie Jones
    Marlorie Jones is the mother of Jamaican-American singer, model, and actress Grace Jones.
  • C. Sheila Oliver
    Sheila Oliver was an American politician who served as New Jersey’s lieutenant governor and was a prominent advocate for social justice and affordable housing.
  • D. Maria Rudge
    Maria Rudge, better known as Mary de Rachewiltz, is an Italian-American poet, translator, and scholar recognized for her work preserving and promoting the legacy of her father, modernist poet Ezra Pound.
  • E. Laura Haddock
    Laura Haddock is an English actress known for her roles in films like "Guardians of the Galaxy" and various British television series.
  • 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: Mary-Ann Hodge
Triple: [Mark "Chopper" Read, spouse, Mary-Ann Hodge]
Generated description
Mary-Ann Hodge is best known as the former wife of notorious Australian criminal and author Mark "Chopper" Read.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mary-Ann Hodge
Target entity description: Mary-Ann Hodge is best known as the former wife of notorious Australian criminal and author Mark "Chopper" Read.
  • A. Coral Browne
    Coral Browne was an Australian-born stage and screen actress known for her sophisticated wit, acclaimed theatre work in Britain, and memorable film roles including in "Auntie Mame" and "Dreamchild."
  • B. Marlorie Jones
    Marlorie Jones is the mother of Jamaican-American singer, model, and actress Grace Jones.
  • C. Sheila Oliver
    Sheila Oliver was an American politician who served as New Jersey’s lieutenant governor and was a prominent advocate for social justice and affordable housing.
  • D. Maria Rudge
    Maria Rudge, better known as Mary de Rachewiltz, is an Italian-American poet, translator, and scholar recognized for her work preserving and promoting the legacy of her father, modernist poet Ezra Pound.
  • E. Laura Haddock
    Laura Haddock is an English actress known for her roles in films like "Guardians of the Galaxy" and various British television series.
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e4b88a881909f9575c02aed287d completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a000ebe275c819094473d37cf33c7d0 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a000fbc8374819089ea5ecf06339d0c completed May 10, 2026, 4:55 a.m.
NED2 Entity disambiguation (via description) batch_6a001057f9088190925492033bcd4c8d completed May 10, 2026, 4:58 a.m.
Created at: April 10, 2026, 3:18 a.m.