Triple

T3499859
Position Surface form Disambiguated ID Type / Status
Subject Argyll and Bute Council E73939 entity
Predicate headquartersLocation P62 FINISHED
Object Lochgilphead
Lochgilphead is a small town in Argyll and Bute on the west coast of Scotland, serving as an administrative and service hub for the surrounding rural area.
 E379466 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: Lochgilphead | Statement: [Argyll and Bute Council, headquartersLocation, Lochgilphead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lochgilphead
Context triple: [Argyll and Bute Council, headquartersLocation, Lochgilphead]
  • A. Gourock
    Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
  • B. Oban
    Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
  • C. 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.
  • D. Helensburgh
    Helensburgh is a coastal town in Argyll and Bute, Scotland, situated on the north shore of the Firth of Clyde and known for its Victorian architecture and seaside setting.
  • E. Stornoway
    Stornoway is the main town and administrative center of Scotland’s Outer Hebrides, located on the Isle of Lewis.
  • 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: Lochgilphead
Triple: [Argyll and Bute Council, headquartersLocation, Lochgilphead]
Generated description
Lochgilphead is a small town in Argyll and Bute on the west coast of Scotland, serving as an administrative and service hub for the surrounding rural area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lochgilphead
Target entity description: Lochgilphead is a small town in Argyll and Bute on the west coast of Scotland, serving as an administrative and service hub for the surrounding rural area.
  • A. Gourock
    Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
  • B. Oban
    Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
  • C. 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.
  • D. Helensburgh
    Helensburgh is a coastal town in Argyll and Bute, Scotland, situated on the north shore of the Firth of Clyde and known for its Victorian architecture and seaside setting.
  • E. Stornoway
    Stornoway is the main town and administrative center of Scotland’s Outer Hebrides, located on the Isle of Lewis.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbd4eb308190b84e84261ceec229 completed March 8, 2026, 6:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3718bd88190bec2f4cfda0010ae completed March 14, 2026, 2:09 a.m.
NEDg Description generation batch_69b4c4842860819096564ca5c44ccc7f completed March 14, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69b4c5295738819095878833d65b63f5 completed March 14, 2026, 2:17 a.m.
Created at: March 8, 2026, 3:18 p.m.