Triple

T2845242
Position Surface form Disambiguated ID Type / Status
Subject A9 road E62567 entity
Predicate passesThrough P225 FINISHED
Object Thurso
Thurso is a coastal town in the far north of Scotland, known as a gateway to the Highlands and a popular spot for surfing and access to the Orkney Islands.
 E357446 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: Thurso | Statement: [A9 road, passesThrough, Thurso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thurso
Context triple: [A9 road, passesThrough, Thurso]
  • A. Oban
    Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
  • B. Oban
    Oban is a small coastal village that serves as the primary gateway and service hub for visitors to New Zealand’s remote Stewart Island / Rakiura.
  • C. Scrabster
    Scrabster is a small port village on the north coast of Scotland, known as a key ferry terminal linking mainland Scotland with the Orkney Islands.
  • D. Stornoway
    Stornoway is the main town and administrative center of Scotland’s Outer Hebrides, located on the Isle of Lewis.
  • E. Turriff
    Turriff is a small rural town in northeastern Scotland known for its agricultural surroundings and annual Turriff Show.
  • 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: Thurso
Triple: [A9 road, passesThrough, Thurso]
Generated description
Thurso is a coastal town in the far north of Scotland, known as a gateway to the Highlands and a popular spot for surfing and access to the Orkney Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thurso
Target entity description: Thurso is a coastal town in the far north of Scotland, known as a gateway to the Highlands and a popular spot for surfing and access to the Orkney Islands.
  • A. Oban
    Oban is a small coastal village that serves as the primary gateway and service hub for visitors to New Zealand’s remote Stewart Island / Rakiura.
  • B. Oban
    Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
  • C. Scrabster
    Scrabster is a small port village on the north coast of Scotland, known as a key ferry terminal linking mainland Scotland with the Orkney Islands.
  • D. Stornoway
    Stornoway is the main town and administrative center of Scotland’s Outer Hebrides, located on the Isle of Lewis.
  • E. Turriff
    Turriff is a small rural town in northeastern Scotland known for its agricultural surroundings and annual Turriff Show.
  • 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf1b58c88190b45d8c5a76dc52ac completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69b3544e32a0819087d554982f443b1d completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b358312fc881908d0f56ab1f56e78c completed March 13, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_69b358e305548190b861e5ecbb59fa56 completed March 13, 2026, 12:22 a.m.
Created at: March 6, 2026, 10:02 p.m.