Triple
T5745138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singleton High School |
E126712
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
town of Singleton
The town of Singleton is a regional community in New South Wales, Australia, known for its coal mining industry and location in the Hunter Valley.
|
E546104
|
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: town of Singleton | Statement: [Singleton High School, serves, town of Singleton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Singleton Context triple: [Singleton High School, serves, town of Singleton]
-
A.
Shingletown
Shingletown is a small rural community in Northern California known for its forested setting near Lassen Volcanic National Park.
-
B.
Thistletown
Thistletown is a residential neighbourhood in the northwestern part of Toronto, Ontario, known for its suburban character and diverse community.
-
C.
Stillington
Stillington is a small rural village and civil parish in North Yorkshire, England, known for its traditional English countryside setting.
-
D.
Newbourne
Newbourne is a small rural village and civil parish in the English county of Suffolk, known for its countryside setting and traditional village character.
-
E.
Macksville
Macksville is a small riverside town in New South Wales, Australia, known as a local service and transport hub along the Pacific Highway.
- 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: town of Singleton Triple: [Singleton High School, serves, town of Singleton]
Generated description
The town of Singleton is a regional community in New South Wales, Australia, known for its coal mining industry and location in the Hunter Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: town of Singleton Target entity description: The town of Singleton is a regional community in New South Wales, Australia, known for its coal mining industry and location in the Hunter Valley.
-
A.
Shingletown
Shingletown is a small rural community in Northern California known for its forested setting near Lassen Volcanic National Park.
-
B.
Thistletown
Thistletown is a residential neighbourhood in the northwestern part of Toronto, Ontario, known for its suburban character and diverse community.
-
C.
Stillington
Stillington is a small rural village and civil parish in North Yorkshire, England, known for its traditional English countryside setting.
-
D.
Newbourne
Newbourne is a small rural village and civil parish in the English county of Suffolk, known for its countryside setting and traditional village character.
-
E.
Macksville
Macksville is a small riverside town in New South Wales, Australia, known as a local service and transport hub along the Pacific Highway.
- 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_69c0083179548190b384b0bf3c08ca4d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c025883b608190b21523da2afde218 |
completed | March 22, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e27ba848190b0c289a804b865cd |
completed | March 22, 2026, 11:41 p.m. |
| NEDg | Description generation | batch_69c08d9d479c8190a18f190dcfcadba2 |
completed | March 23, 2026, 12:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08e3b05a881909892ce776309920d |
completed | March 23, 2026, 12:50 a.m. |
Created at: March 22, 2026, 3:48 p.m.