Triple

T1397632
Position Surface form Disambiguated ID Type / Status
Subject Wiradjuri people E30702 entity
Predicate hasNotablePerson P304 FINISHED
Object Anita Heiss
Anita Heiss is an Australian Wiradjuri author, academic, and advocate known for her contributions to Indigenous literature and commentary on Aboriginal identity and representation.
E159086 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: Anita Heiss | Statement: [Wiradjuri people, hasNotablePerson, Anita Heiss]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anita Heiss
Context triple: [Wiradjuri people, hasNotablePerson, Anita Heiss]
  • A. Helen Garner
    Helen Garner is an acclaimed Australian novelist, short story writer, and journalist known for her incisive explorations of everyday life, relationships, and moral complexity.
  • B. Lucinda Riley
    Lucinda Riley was a bestselling Irish author best known for her multi-volume historical fiction series "The Seven Sisters," which achieved international acclaim.
  • C. Philip Hensher
    Philip Hensher is a British novelist, critic, and academic known for works such as "The Northern Clemency" and his contributions to contemporary English literature.
  • D. Diane Glancy
    Diane Glancy is a contemporary Native American writer and poet known for exploring Indigenous identity, history, and spirituality through experimental fiction, poetry, and drama.
  • E. Miles Franklin
    Miles Franklin was an Australian writer and feminist best known for her pioneering novel "My Brilliant Career" and for the literary award established in her name.
  • 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: Anita Heiss
Triple: [Wiradjuri people, hasNotablePerson, Anita Heiss]
Generated description
Anita Heiss is an Australian Wiradjuri author, academic, and advocate known for her contributions to Indigenous literature and commentary on Aboriginal identity and representation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anita Heiss
Target entity description: Anita Heiss is an Australian Wiradjuri author, academic, and advocate known for her contributions to Indigenous literature and commentary on Aboriginal identity and representation.
  • A. Helen Garner
    Helen Garner is an acclaimed Australian novelist, short story writer, and journalist known for her incisive explorations of everyday life, relationships, and moral complexity.
  • B. Lucinda Riley
    Lucinda Riley was a bestselling Irish author best known for her multi-volume historical fiction series "The Seven Sisters," which achieved international acclaim.
  • C. Philip Hensher
    Philip Hensher is a British novelist, critic, and academic known for works such as "The Northern Clemency" and his contributions to contemporary English literature.
  • D. Diane Glancy
    Diane Glancy is a contemporary Native American writer and poet known for exploring Indigenous identity, history, and spirituality through experimental fiction, poetry, and drama.
  • E. Miles Franklin
    Miles Franklin was an Australian writer and feminist best known for her pioneering novel "My Brilliant Career" and for the literary award established in her name.
  • 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_69a498fd4e408190bd73eca30ea9754c completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c382b6588190833c39ac84fb6139 completed March 1, 2026, 10:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde353b148190b9122f1d6d80fbd4 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acdea5150c8190ab248df8852bcde6 completed March 8, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69acdefd76708190be68b157e83cfd87 completed March 8, 2026, 2:29 a.m.
Created at: March 1, 2026, 7:59 p.m.