Triple
T6838035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mackay Region |
E157498
|
entity |
| Predicate | hasLocality |
P7943
|
FINISHED |
| Object |
Walkerston
Walkerston is a small rural town and locality in Queensland, Australia, situated just west of the regional city of Mackay.
|
E622726
|
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: Walkerston | Statement: [Mackay Region, hasLocality, Walkerston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walkerston Context triple: [Mackay Region, hasLocality, Walkerston]
-
A.
Warrenton
Warrenton is a small historic town in Fauquier County that serves as a commercial and civic hub for the surrounding rural areas of Northern Virginia.
-
B.
Wilmore
Wilmore is an English-language surname borne by various notable individuals across fields such as entertainment, sports, and public service.
-
C.
Gordonton
Gordonton is a small rural settlement in the Waikato region of New Zealand, located near the city of Hamilton and known for its farming community and local heritage sites.
-
D.
Reynoldston
Reynoldston is a rural village situated in the heart of the Gower Peninsula in Swansea, Wales, known for its scenic surroundings and traditional community character.
-
E.
Prichard
Prichard is a city in southwestern Alabama, located just north of Mobile and known historically as an industrial and residential suburb of the Mobile metropolitan area.
- 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: Walkerston Triple: [Mackay Region, hasLocality, Walkerston]
Generated description
Walkerston is a small rural town and locality in Queensland, Australia, situated just west of the regional city of Mackay.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walkerston Target entity description: Walkerston is a small rural town and locality in Queensland, Australia, situated just west of the regional city of Mackay.
-
A.
Warrenton
Warrenton is a small historic town in Fauquier County that serves as a commercial and civic hub for the surrounding rural areas of Northern Virginia.
-
B.
Wilmore
Wilmore is an English-language surname borne by various notable individuals across fields such as entertainment, sports, and public service.
-
C.
Gordonton
Gordonton is a small rural settlement in the Waikato region of New Zealand, located near the city of Hamilton and known for its farming community and local heritage sites.
-
D.
Reynoldston
Reynoldston is a rural village situated in the heart of the Gower Peninsula in Swansea, Wales, known for its scenic surroundings and traditional community character.
-
E.
Prichard
Prichard is a city in southwestern Alabama, located just north of Mobile and known historically as an industrial and residential suburb of the Mobile metropolitan area.
- 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_69c6882c53608190b99aebef079b23bd |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d67db4008190b86b497bf6f0c73a |
completed | March 27, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7240321108190860e91ebeb738a8f |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c724e915dc8190a82b69939f78420d |
completed | March 28, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c728ddadd881909c2faa435031a635 |
completed | March 28, 2026, 1:03 a.m. |
Created at: March 27, 2026, 2:19 p.m.