Triple
T4991690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macksville |
E112144
|
entity |
| Predicate | hasPrimarySchool |
P3445
|
FINISHED |
| Object |
Macksville Public School
Macksville Public School is a co-educational government primary school serving the local community of Macksville, New South Wales, Australia.
|
E486571
|
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: Macksville Public School | Statement: [Macksville, hasPrimarySchool, Macksville Public School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macksville Public School Context triple: [Macksville, hasPrimarySchool, Macksville Public School]
-
A.
Macksville High School
Macksville High School is a public secondary school serving students in the small rural community of Macksville, Kansas.
-
B.
Scone Public School
Scone Public School is a primary education institution serving the community of Scone, New South Wales, Australia.
-
C.
Coolum State School
Coolum State School is a primary education institution located in the coastal community of Coolum Beach in Queensland, Australia.
-
D.
Parkes Public School
Parkes Public School is a primary education institution serving the local community in Parkes, New South Wales, Australia.
-
E.
Mossman State School
Mossman State School is a primary and secondary educational institution serving the community of Mossman in Queensland, 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: Macksville Public School Triple: [Macksville, hasPrimarySchool, Macksville Public School]
Generated description
Macksville Public School is a co-educational government primary school serving the local community of Macksville, New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macksville Public School Target entity description: Macksville Public School is a co-educational government primary school serving the local community of Macksville, New South Wales, Australia.
-
A.
Macksville High School
Macksville High School is a public secondary school serving students in the small rural community of Macksville, Kansas.
-
B.
Scone Public School
Scone Public School is a primary education institution serving the community of Scone, New South Wales, Australia.
-
C.
Coolum State School
Coolum State School is a primary education institution located in the coastal community of Coolum Beach in Queensland, Australia.
-
D.
Parkes Public School
Parkes Public School is a primary education institution serving the local community in Parkes, New South Wales, Australia.
-
E.
Mossman State School
Mossman State School is a primary and secondary educational institution serving the community of Mossman in Queensland, 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_69bd441be7bc8190b530362d427b97d2 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd729bb45081908d85891a9d9f4b71 |
completed | March 20, 2026, 4:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be92521bcc8190a1c485216f885778 |
completed | March 21, 2026, 12:42 p.m. |
| NEDg | Description generation | batch_69be942dac9c8190a5861ca0aaa44c90 |
completed | March 21, 2026, 12:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be94a7e15481908f17feafb593b97b |
completed | March 21, 2026, 12:52 p.m. |
Created at: March 20, 2026, 1:34 p.m.