Triple
T4809862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oxley Highway |
E107040
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Bendemeer
Bendemeer is a small rural village in New South Wales, Australia, situated in the New England region north of Tamworth.
|
E472313
|
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: Bendemeer | Statement: [Oxley Highway, passesThrough, Bendemeer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bendemeer Context triple: [Oxley Highway, passesThrough, Bendemeer]
-
A.
Flumenthal
Flumenthal is a municipality in the canton of Solothurn in northwestern Switzerland.
-
B.
Lobethal
Lobethal is a small town in South Australia known for its German heritage and popular annual Christmas lights festival.
-
C.
Botesdale
Botesdale is a small rural village in Suffolk, England, known for its historic buildings and traditional village character.
-
D.
Merbein
Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
-
E.
Beitbridge
Beitbridge is a border town in southern Zimbabwe that serves as a major crossing point between Zimbabwe and South Africa.
- 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: Bendemeer Triple: [Oxley Highway, passesThrough, Bendemeer]
Generated description
Bendemeer is a small rural village in New South Wales, Australia, situated in the New England region north of Tamworth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bendemeer Target entity description: Bendemeer is a small rural village in New South Wales, Australia, situated in the New England region north of Tamworth.
-
A.
Flumenthal
Flumenthal is a municipality in the canton of Solothurn in northwestern Switzerland.
-
B.
Lobethal
Lobethal is a small town in South Australia known for its German heritage and popular annual Christmas lights festival.
-
C.
Botesdale
Botesdale is a small rural village in Suffolk, England, known for its historic buildings and traditional village character.
-
D.
Merbein
Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
-
E.
Beitbridge
Beitbridge is a border town in southern Zimbabwe that serves as a major crossing point between Zimbabwe and South Africa.
- 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_69bd43f779448190b92885cb70abb6c2 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6c6c70a88190aa287fc78716c225 |
completed | March 20, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4daa52ec8190a3243313b18a4f3d |
completed | March 21, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69be4e4d3d608190837c5808f2f17aa4 |
completed | March 21, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4f107e7c8190aec4a7bcf0520ec9 |
completed | March 21, 2026, 7:56 a.m. |
Created at: March 20, 2026, 1:23 p.m.