Triple
T3270338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A74 road |
E68630
|
entity |
| Predicate | upgradeRoute |
P17584
|
FINISHED |
| Object | M74 motorway |
E10392
|
NE FINISHED |
How this triple was built (3 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: M74 motorway | Statement: [A74 road, upgradeRoute, M74 motorway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M74 motorway Context triple: [A74 road, upgradeRoute, M74 motorway]
-
A.
M74 motorway
chosen
The M74 motorway is a major Scottish motorway forming a key part of the route between Glasgow and the English border, carrying long-distance traffic towards the M6.
-
B.
M4 motorway
The M4 motorway is a major west–east route in the United Kingdom linking London with South Wales via key cities such as Reading, Swindon, Bristol and Newport.
-
C.
M6 motorway
The M6 motorway is a major north–south route in England, running from the Midlands to the Scottish border and serving as a key part of the UK’s strategic road network.
-
D.
M54 motorway
The M54 motorway is a key road in the West Midlands of England that links the M6 near Wolverhampton to Telford and provides an important route toward Shropshire and mid-Wales.
-
E.
M3 motorway
The M3 motorway is a major road in southern England that connects London to Southampton, passing through counties including Surrey and Hampshire.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: upgradeRoute Context triple: [A74 road, upgradeRoute, M74 motorway]
-
A.
upgradePath
chosen
Indicates the relationship by which one entity can be improved, enhanced, or transitioned into another, typically more advanced, version or state.
-
B.
upgradeType
Indicates the specific kind or category of improvement or enhancement applied to an entity relative to its previous state.
-
C.
upgradeGoal
Indicates that an entity has a target or intended improvement to a higher level, version, or state relative to its current condition.
-
D.
upgradeProgram
Indicates that one entity improves, enhances, or replaces another entity’s program with a more advanced or updated version.
-
E.
upgradeStatus
Indicates the current state or progress of an upgrade process applied to an entity.
- F. None of above.
Provenance (4 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adaff349148190beae8c0994b7ad83 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83414c374819085ca1e441728c6af |
completed | March 28, 2026, 8:03 p.m. |
| PD | Predicate disambiguation | batch_69ada41d7eac8190ada4bf5f793d5c49 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:09 p.m.