Triple
T14802423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marulan |
E347939
|
entity |
| Predicate | roadAccess |
P385
|
FINISHED |
| Object |
Highland Way
Highland Way is a rural road in New South Wales, Australia, providing regional access in and around the Marulan area.
|
E1158753
|
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: Highland Way | Statement: [Marulan, roadAccess, Highland Way]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highland Way Context triple: [Marulan, roadAccess, Highland Way]
-
A.
Highland Road
Highland Road is a major east–west state trunkline highway in southeastern Michigan, designated as M-59, that serves as a key commuter and commercial route through the Detroit metropolitan area.
-
B.
Headland Way
Headland Way is a coastal walking trail in East Yorkshire, England, known for its scenic route around Flamborough Head’s dramatic chalk cliffs and North Sea views.
-
C.
Ligoneil Road
Ligoneil Road is a notable roadway in Belfast, Northern Ireland, running through the Ligoneil area and connecting residential districts with key arterial routes.
-
D.
Dumbarton Road
Dumbarton Road is a major thoroughfare in Glasgow’s West End, known for its shops, cafes, and proximity to key transport links and cultural attractions.
-
E.
Macleay Valley Way
Macleay Valley Way is a regional road in New South Wales, Australia, that serves as a key route through the Kempsey area and the broader Macleay Valley region.
- 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: Highland Way Triple: [Marulan, roadAccess, Highland Way]
Generated description
Highland Way is a rural road in New South Wales, Australia, providing regional access in and around the Marulan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highland Way Target entity description: Highland Way is a rural road in New South Wales, Australia, providing regional access in and around the Marulan area.
-
A.
Highland Road
Highland Road is a major east–west state trunkline highway in southeastern Michigan, designated as M-59, that serves as a key commuter and commercial route through the Detroit metropolitan area.
-
B.
Headland Way
Headland Way is a coastal walking trail in East Yorkshire, England, known for its scenic route around Flamborough Head’s dramatic chalk cliffs and North Sea views.
-
C.
Ligoneil Road
Ligoneil Road is a notable roadway in Belfast, Northern Ireland, running through the Ligoneil area and connecting residential districts with key arterial routes.
-
D.
Dumbarton Road
Dumbarton Road is a major thoroughfare in Glasgow’s West End, known for its shops, cafes, and proximity to key transport links and cultural attractions.
-
E.
Macleay Valley Way
Macleay Valley Way is a regional road in New South Wales, Australia, that serves as a key route through the Kempsey area and the broader Macleay Valley region.
- 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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decf30d044819082ac038e06481aab |
completed | April 14, 2026, 11:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff2ce36ce08190930e791e2837d1a5 |
completed | May 9, 2026, 12:47 p.m. |
| NEDg | Description generation | batch_69ff2d8849048190b8bd558feceb21cb |
completed | May 9, 2026, 12:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2eebae6481908cba15bff63e641d |
completed | May 9, 2026, 12:56 p.m. |
Created at: April 10, 2026, 1:33 a.m.