Triple

T4305232
Position Surface form Disambiguated ID Type / Status
Subject Muir E99938 entity
Predicate variantOrRelatedSurname P16885 FINISHED
Object Muirhead
Muirhead is a Scottish surname, historically associated with families from areas characterized by moorland or "muir" landscapes.
 E428811 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: Muirhead | Statement: [Muir, variantOrRelatedSurname, Muirhead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muirhead
Context triple: [Muir, variantOrRelatedSurname, Muirhead]
  • A. Muirhead
    Muirhead is a small village in North Lanarkshire, Scotland, situated near Glasgow and known primarily as a residential commuter community.
  • B. Muirhead
    Muirhead is a small village in the Angus council area of Scotland, known for its residential character and proximity to Dundee.
  • C. MacMahon
    MacMahon is a French noble family name most prominently associated with Patrice de MacMahon, a 19th-century Marshal of France and President of the French Third Republic.
  • D. Aitken
    Aitken is a Scottish-origin surname notably borne by Max Aitken, 1st Baron Beaverbrook, a prominent Canadian-British newspaper magnate and politician.
  • E. Aitken
    Aitken is a large lunar impact crater on the Moon, best known as part of the immense South Pole–Aitken Basin on the Moon’s far side.
  • 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: Muirhead
Triple: [Muir, variantOrRelatedSurname, Muirhead]
Generated description
Muirhead is a Scottish surname, historically associated with families from areas characterized by moorland or "muir" landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muirhead
Target entity description: Muirhead is a Scottish surname, historically associated with families from areas characterized by moorland or "muir" landscapes.
  • A. Muirhead
    Muirhead is a small village in North Lanarkshire, Scotland, situated near Glasgow and known primarily as a residential commuter community.
  • B. Muirhead
    Muirhead is a small village in the Angus council area of Scotland, known for its residential character and proximity to Dundee.
  • C. MacMahon
    MacMahon is a French noble family name most prominently associated with Patrice de MacMahon, a 19th-century Marshal of France and President of the French Third Republic.
  • D. Aitken
    Aitken is a Scottish-origin surname notably borne by Max Aitken, 1st Baron Beaverbrook, a prominent Canadian-British newspaper magnate and politician.
  • E. Aitken
    Aitken is a large lunar impact crater on the Moon, best known as part of the immense South Pole–Aitken Basin on the Moon’s far side.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350ba57ec8190afda7d8318e5d2d0 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c75382848190a4f2141a72e3fb3a completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7dcd4948190b996d215bcdd223d completed March 14, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69b5c863be608190985357d9bd13eb2d completed March 14, 2026, 8:43 p.m.
Created at: March 12, 2026, 11:09 p.m.