Triple
T1165576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston |
E24590
|
entity |
| Predicate | servedByRoad |
P385
|
FINISHED |
| Object |
A899 road
The A899 road is a key local route in West Lothian, Scotland, providing primary road access to and through the town of Livingston.
|
E311563
|
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: A899 road | Statement: [Livingston, servedByRoad, A899 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A899 road Context triple: [Livingston, servedByRoad, A899 road]
-
A.
A89 road
The A89 road is a major route in central Scotland that runs between Glasgow and Newbridge near Edinburgh, serving towns across the Central Belt.
-
B.
A859 road
The A859 road is a main transport route running through the island of Lewis and Harris in Scotland’s Outer Hebrides, connecting key settlements across the island.
-
C.
A85 road
The A85 road is a major trunk route in Scotland that runs through Perth and western regions, connecting several towns and linking with key motorways.
-
D.
A84 road
The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
-
E.
A93 road
The A93 road is a major Scottish route running from Perth through the Highlands, including the Cairngorms, and is known as one of the highest public roads in the United Kingdom.
- 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: A899 road Triple: [Livingston, servedByRoad, A899 road]
Generated description
The A899 road is a key local route in West Lothian, Scotland, providing primary road access to and through the town of Livingston.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A899 road Target entity description: The A899 road is a key local route in West Lothian, Scotland, providing primary road access to and through the town of Livingston.
-
A.
A89 road
The A89 road is a major route in central Scotland that runs between Glasgow and Newbridge near Edinburgh, serving towns across the Central Belt.
-
B.
A859 road
The A859 road is a main transport route running through the island of Lewis and Harris in Scotland’s Outer Hebrides, connecting key settlements across the island.
-
C.
A85 road
The A85 road is a major trunk route in Scotland that runs through Perth and western regions, connecting several towns and linking with key motorways.
-
D.
A84 road
The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
-
E.
A93 road
The A93 road is a major Scottish route running from Perth through the Highlands, including the Cairngorms, and is known as one of the highest public roads in the United Kingdom.
- 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_69a494060e148190abb42f971242c197 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bccc62a88190882d8801908015a4 |
completed | March 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b085ebb1e481909c27fa8a8e2ee1c6 |
completed | March 10, 2026, 8:58 p.m. |
| NEDg | Description generation | batch_69b0b1bd4f7481908a8efd90f2835b6f |
completed | March 11, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0b260bed4819080a0547d065d162f |
completed | March 11, 2026, 12:08 a.m. |
Created at: March 1, 2026, 7:45 p.m.