Triple
T21644060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shire of Cook |
E534169
|
entity |
| Predicate | includesLocality |
P45140
|
FINISHED |
| Object |
Ayton
Ayton is a small coastal locality in Far North Queensland, Australia, situated within the Shire of Cook and known as a gateway to the rainforest and reef of the region.
|
E1494358
|
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: Ayton | Statement: [Shire of Cook, includesLocality, Ayton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayton Context triple: [Shire of Cook, includesLocality, Ayton]
-
A.
Ayton
Ayton is a small rural village in the Scottish Borders region of southeastern Scotland.
-
B.
Tai Aiton
Tai Aiton are an ethnic community of the Tai people in Assam, India, known for their distinct language, culture, and traditions.
-
C.
Hal Bynum
Hal Bynum was an American country music songwriter best known for penning narrative-driven hits for artists like Kenny Rogers and Johnny Cash.
-
D.
Randle
Randle is a surname most prominently associated with American professional basketball player Julius Randle of the NBA.
-
E.
Kobe Faison
Kobe Faison is one of the children of actor and comedian Donald Faison and his former partner Lisa Askey.
- 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: Ayton Triple: [Shire of Cook, includesLocality, Ayton]
Generated description
Ayton is a small coastal locality in Far North Queensland, Australia, situated within the Shire of Cook and known as a gateway to the rainforest and reef of the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayton Target entity description: Ayton is a small coastal locality in Far North Queensland, Australia, situated within the Shire of Cook and known as a gateway to the rainforest and reef of the region.
-
A.
Ayton
Ayton is a small rural village in the Scottish Borders region of southeastern Scotland.
-
B.
Tai Aiton
Tai Aiton are an ethnic community of the Tai people in Assam, India, known for their distinct language, culture, and traditions.
-
C.
Hal Bynum
Hal Bynum was an American country music songwriter best known for penning narrative-driven hits for artists like Kenny Rogers and Johnny Cash.
-
D.
Randle
Randle is a surname most prominently associated with American professional basketball player Julius Randle of the NBA.
-
E.
Kobe Faison
Kobe Faison is one of the children of actor and comedian Donald Faison and his former partner Lisa Askey.
- 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_69e0c466aec88190ba39c7543dbc8ba2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5393ed388190a0bc385de2b861bf |
completed | April 27, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0fa44ca88190a8a55c1811edc5a1 |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a10c284548190abb5a0075f85ec2c |
completed | May 17, 2026, 7:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a119cb17c8190a8732930b78b60cc |
completed | May 17, 2026, 7:06 p.m. |
Created at: April 16, 2026, 6:35 p.m.