Triple
T14619879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warrah Lookout |
E343188
|
entity |
| Predicate | hasNearbyTrack |
P12052
|
FINISHED |
| Object |
Warrah Trig walking track
Warrah Trig walking track is a bushwalking trail in New South Wales’ Brisbane Water National Park that leads through coastal forest and sandstone scenery to the historic Warrah Trig point and nearby lookouts over the Hawkesbury River.
|
E1111025
|
NE FINISHED |
How this triple was built (5 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: Warrah Trig walking track | Statement: [Warrah Lookout, hasNearbyTrack, Warrah Trig walking track]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warrah Trig walking track Context triple: [Warrah Lookout, hasNearbyTrack, Warrah Trig walking track]
-
A.
Kokoda Track (ACT) walking trail
The Kokoda Track (ACT) walking trail is a commemorative bushwalking route on Mount Ainslie in Canberra that honors the World War II Kokoda Campaign while offering scenic views and historical interpretive features.
-
B.
Sublime Point walking track
The Sublime Point walking track is a steep bushwalking trail in New South Wales, Australia, that climbs the Illawarra Escarpment to a lookout with expansive coastal and escarpment views.
-
C.
Maitland Bay Track
Maitland Bay Track is a popular coastal bushwalking trail in New South Wales, Australia, leading through Bouddi National Park down to the secluded Maitland Bay beach.
-
D.
Noosa Hill Track
Noosa Hill Track is a popular walking trail in Noosa National Park that climbs through coastal bushland to a scenic lookout over the surrounding region.
-
E.
Flinders Ranges Way
Flinders Ranges Way is a scenic highway in South Australia that winds through the Flinders Ranges, providing access to key natural attractions and outback landscapes.
- 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: Warrah Trig walking track Triple: [Warrah Lookout, hasNearbyTrack, Warrah Trig walking track]
Generated description
Warrah Trig walking track is a bushwalking trail in New South Wales’ Brisbane Water National Park that leads through coastal forest and sandstone scenery to the historic Warrah Trig point and nearby lookouts over the Hawkesbury River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warrah Trig walking track Target entity description: Warrah Trig walking track is a bushwalking trail in New South Wales’ Brisbane Water National Park that leads through coastal forest and sandstone scenery to the historic Warrah Trig point and nearby lookouts over the Hawkesbury River.
-
A.
Kokoda Track (ACT) walking trail
The Kokoda Track (ACT) walking trail is a commemorative bushwalking route on Mount Ainslie in Canberra that honors the World War II Kokoda Campaign while offering scenic views and historical interpretive features.
-
B.
Sublime Point walking track
The Sublime Point walking track is a steep bushwalking trail in New South Wales, Australia, that climbs the Illawarra Escarpment to a lookout with expansive coastal and escarpment views.
-
C.
Maitland Bay Track
Maitland Bay Track is a popular coastal bushwalking trail in New South Wales, Australia, leading through Bouddi National Park down to the secluded Maitland Bay beach.
-
D.
Noosa Hill Track
Noosa Hill Track is a popular walking trail in Noosa National Park that climbs through coastal bushland to a scenic lookout over the surrounding region.
-
E.
Flinders Ranges Way
Flinders Ranges Way is a scenic highway in South Australia that winds through the Flinders Ranges, providing access to key natural attractions and outback landscapes.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyTrack Context triple: [Warrah Lookout, hasNearbyTrack, Warrah Trig walking track]
-
A.
hasNearbyTrail
chosen
Indicates that one entity is located close to or within a short distance of a trail.
-
B.
hasNearbyRacetrack
Indicates that one entity is located close to or in the vicinity of a racetrack.
-
C.
hasTrack
Indicates that one entity possesses, includes, or is associated with a specific track (such as a path, course, or recorded item).
-
D.
hasNearbyMode
Indicates that one entity has another entity located close enough to be considered in its immediate vicinity or surrounding area.
-
E.
hasNotableNearbyEntity
Indicates that one entity has another significant or noteworthy entity located in its close physical or contextual proximity.
- F. None of above.
Provenance (6 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_69d822dffc3c8190aa173b90761bffda |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb46550e48190af45f426f02579bb |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda92688a08190bb27434acc7c12e7 |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb2994f2c8190960bd8a27e303cdb |
completed | May 8, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb40ee364819087c371fa1e25506c |
completed | May 8, 2026, 9:59 a.m. |
| PD | Predicate disambiguation | batch_69de656f9f4c81909f815b6629a9ee39 |
completed | April 14, 2026, 4:03 p.m. |
Created at: April 10, 2026, 1:25 a.m.