Triple
T14826910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Australian cotton industry |
E348598
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Cotton Australia
Cotton Australia is the peak industry body representing and advocating for the interests of Australia’s cotton growers and the broader cotton sector.
|
E1122751
|
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: Cotton Australia | Statement: [Australian cotton industry, governingBody, Cotton Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cotton Australia Context triple: [Australian cotton industry, governingBody, Cotton Australia]
-
A.
Australian cotton industry
The Australian cotton industry is a major agricultural sector that produces high-quality cotton for domestic use and export, particularly in irrigated regions of New South Wales and Queensland.
-
B.
Murrumbidgee Irrigation Limited
Murrumbidgee Irrigation Limited is an Australian company responsible for managing and operating irrigation infrastructure and water delivery services in the Murrumbidgee region of New South Wales.
-
C.
Manildra
Manildra is a small rural town in the Central West region of New South Wales, Australia, known for its agricultural industry and grain processing facilities.
-
D.
Austraclear Limited
Austraclear Limited is an Australian financial market infrastructure provider that operates a central securities depository and settlement system for debt securities and related financial products.
-
E.
Awabakal Ltd
Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
- 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: Cotton Australia Triple: [Australian cotton industry, governingBody, Cotton Australia]
Generated description
Cotton Australia is the peak industry body representing and advocating for the interests of Australia’s cotton growers and the broader cotton sector.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cotton Australia Target entity description: Cotton Australia is the peak industry body representing and advocating for the interests of Australia’s cotton growers and the broader cotton sector.
-
A.
Australian cotton industry
The Australian cotton industry is a major agricultural sector that produces high-quality cotton for domestic use and export, particularly in irrigated regions of New South Wales and Queensland.
-
B.
Murrumbidgee Irrigation Limited
Murrumbidgee Irrigation Limited is an Australian company responsible for managing and operating irrigation infrastructure and water delivery services in the Murrumbidgee region of New South Wales.
-
C.
Manildra
Manildra is a small rural town in the Central West region of New South Wales, Australia, known for its agricultural industry and grain processing facilities.
-
D.
Austraclear Limited
Austraclear Limited is an Australian financial market infrastructure provider that operates a central securities depository and settlement system for debt securities and related financial products.
-
E.
Awabakal Ltd
Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded0713700819097bbb0352650984b |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389f48cc819089d860f0208dd465 |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe3a2167348190bb428c7f23ec9748 |
completed | May 8, 2026, 7:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe3aee9d248190b202c7252f290f38 |
completed | May 8, 2026, 7:35 p.m. |
Created at: April 10, 2026, 1:51 a.m.