Triple

T3515930
Position Surface form Disambiguated ID Type / Status
Subject National Library of Australia E74305 entity
Predicate hasDirectorGeneral P537 FINISHED
Object Marie-Louise Ayres
Marie-Louise Ayres is an Australian librarian and senior cultural heritage leader who serves as Director-General of the National Library of Australia.
E364985 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: Marie-Louise Ayres | Statement: [National Library of Australia, hasDirectorGeneral, Marie-Louise Ayres]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marie-Louise Ayres
Context triple: [National Library of Australia, hasDirectorGeneral, Marie-Louise Ayres]
  • A. María Antonieta Collins
    María Antonieta Collins is a Mexican journalist, author, and television personality known for her work in Spanish-language media and her bestselling non-fiction books.
  • B. Marie Morgan
    Marie Morgan is a central female character in Ernest Hemingway’s novel and its film adaptation "To Have and Have Not," often depicted as a tough, resourceful, and romantically involved companion to the protagonist.
  • C. Marie-Louise Coidavid
    Marie-Louise Coidavid was the queen consort of Haiti as the wife of King Henri Christophe during the early 19th century.
  • D. Josephine Bernard
    Josephine Bernard was an actress known for her role in the silent film "Way Down East."
  • E. Marie-Thérèse Walter
    Marie-Thérèse Walter was a French woman best known as Pablo Picasso’s muse and lover, who inspired many of his most celebrated portraits and sculptures in the 1930s.
  • 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: Marie-Louise Ayres
Triple: [National Library of Australia, hasDirectorGeneral, Marie-Louise Ayres]
Generated description
Marie-Louise Ayres is an Australian librarian and senior cultural heritage leader who serves as Director-General of the National Library of Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marie-Louise Ayres
Target entity description: Marie-Louise Ayres is an Australian librarian and senior cultural heritage leader who serves as Director-General of the National Library of Australia.
  • A. María Antonieta Collins
    María Antonieta Collins is a Mexican journalist, author, and television personality known for her work in Spanish-language media and her bestselling non-fiction books.
  • B. Marie Morgan
    Marie Morgan is a central female character in Ernest Hemingway’s novel and its film adaptation "To Have and Have Not," often depicted as a tough, resourceful, and romantically involved companion to the protagonist.
  • C. Marie-Louise Coidavid
    Marie-Louise Coidavid was the queen consort of Haiti as the wife of King Henri Christophe during the early 19th century.
  • D. Josephine Bernard
    Josephine Bernard was an actress known for her role in the silent film "Way Down East."
  • E. Marie-Thérèse Walter
    Marie-Thérèse Walter was a French woman best known as Pablo Picasso’s muse and lover, who inspired many of his most celebrated portraits and sculptures in the 1930s.
  • 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_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc30362c81908ca7497a6a935cc6 completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e7da9c08190ab417b45339513bd completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37f61b4a88190b36ada98f063edcf completed March 13, 2026, 3:07 a.m.
NED2 Entity disambiguation (via description) batch_69b37fbec2ec81909228716c70ffa2bd completed March 13, 2026, 3:08 a.m.
Created at: March 8, 2026, 3:19 p.m.