Triple
T9560834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expert Panel on Constitutional Recognition of Indigenous Australians |
E230666
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Larissa Behrendt
Larissa Behrendt is an Australian Aboriginal legal academic, writer, and advocate known for her work on Indigenous rights, constitutional reform, and social justice.
|
E808796
|
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: Larissa Behrendt | Statement: [Expert Panel on Constitutional Recognition of Indigenous Australians, member, Larissa Behrendt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larissa Behrendt Context triple: [Expert Panel on Constitutional Recognition of Indigenous Australians, member, Larissa Behrendt]
-
A.
Noel Pearson
Noel Pearson is an Australian Indigenous lawyer, academic, and activist known for his influential advocacy on Aboriginal rights, land reform, and constitutional recognition.
-
B.
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.
-
C.
Ann Meekitjuk Hanson
Ann Meekitjuk Hanson is a Canadian broadcaster, journalist, and community leader who served as the third Commissioner of Nunavut.
-
D.
Alexis Wright
Alexis Wright is an acclaimed Indigenous Australian author and activist known for her innovative, politically charged novels exploring Aboriginal history, sovereignty, and environmental justice.
-
E.
Fiona Marshall
Fiona Marshall is a British neuroscientist and biopharmaceutical executive best known as the co-founder of Heptares Therapeutics, a company specializing in G protein–coupled receptor (GPCR) drug discovery.
- 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: Larissa Behrendt Triple: [Expert Panel on Constitutional Recognition of Indigenous Australians, member, Larissa Behrendt]
Generated description
Larissa Behrendt is an Australian Aboriginal legal academic, writer, and advocate known for her work on Indigenous rights, constitutional reform, and social justice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larissa Behrendt Target entity description: Larissa Behrendt is an Australian Aboriginal legal academic, writer, and advocate known for her work on Indigenous rights, constitutional reform, and social justice.
-
A.
Noel Pearson
Noel Pearson is an Australian Indigenous lawyer, academic, and activist known for his influential advocacy on Aboriginal rights, land reform, and constitutional recognition.
-
B.
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.
-
C.
Ann Meekitjuk Hanson
Ann Meekitjuk Hanson is a Canadian broadcaster, journalist, and community leader who served as the third Commissioner of Nunavut.
-
D.
Alexis Wright
Alexis Wright is an acclaimed Indigenous Australian author and activist known for her innovative, politically charged novels exploring Aboriginal history, sovereignty, and environmental justice.
-
E.
Fiona Marshall
Fiona Marshall is a British neuroscientist and biopharmaceutical executive best known as the co-founder of Heptares Therapeutics, a company specializing in G protein–coupled receptor (GPCR) drug discovery.
- 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_69ca847e53a88190a60eed7e02257f10 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd994bde0c8190afcba5cb8fa8b984 |
completed | April 1, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d16144be688190b7120c4f63dc94c3 |
completed | April 4, 2026, 7:06 p.m. |
| NEDg | Description generation | batch_69d1621d5dbc81908cf2ecb6b96fb090 |
completed | April 4, 2026, 7:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d164f5e2988190a47a3de97e5c74b8 |
completed | April 4, 2026, 7:22 p.m. |
Created at: March 30, 2026, 8:03 p.m.