Triple

T14481725
Position Surface form Disambiguated ID Type / Status
Subject Walser E359116 entity
Predicate hasSubgroup P747 FINISHED
Object Macugnaga Walser
Macugnaga Walser are a subgroup of the Walser people who settled in and around the village of Macugnaga in the Italian Alps, preserving distinct Alemannic linguistic and cultural traditions.
E1104852 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: Macugnaga Walser | Statement: [Walser, hasSubgroup, Macugnaga Walser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macugnaga Walser
Context triple: [Walser, hasSubgroup, Macugnaga Walser]
  • A. Formazza Walser
    Formazza Walser are a subgroup of the Walser people who settled in the Formazza Valley in northern Italy, preserving a distinct Alemannic language and alpine cultural traditions.
  • B. Walser
    Walser are a German-speaking Alpine people known for their distinctive culture, architecture, and dialects spread across high mountain communities in Switzerland and northern Italy.
  • C. Robert Walser
    Robert Walser was a Swiss modernist writer known for his delicate, introspective prose and innovative short forms that deeply influenced later 20th-century literature and art.
  • D. Günther Bachmann
    Günther Bachmann is a fictional German intelligence officer and counterterrorism specialist who serves as the central protagonist in John le Carré’s spy novel and its film adaptation "A Most Wanted Man."
  • E. Walter Ullmann
    Walter Ullmann was a prominent 20th-century historian of medieval political thought, known for his influential studies on papal authority, legal theory, and the development of medieval political ideas.
  • 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: Macugnaga Walser
Triple: [Walser, hasSubgroup, Macugnaga Walser]
Generated description
Macugnaga Walser are a subgroup of the Walser people who settled in and around the village of Macugnaga in the Italian Alps, preserving distinct Alemannic linguistic and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macugnaga Walser
Target entity description: Macugnaga Walser are a subgroup of the Walser people who settled in and around the village of Macugnaga in the Italian Alps, preserving distinct Alemannic linguistic and cultural traditions.
  • A. Formazza Walser
    Formazza Walser are a subgroup of the Walser people who settled in the Formazza Valley in northern Italy, preserving a distinct Alemannic language and alpine cultural traditions.
  • B. Walser
    Walser are a German-speaking Alpine people known for their distinctive culture, architecture, and dialects spread across high mountain communities in Switzerland and northern Italy.
  • C. Robert Walser
    Robert Walser was a Swiss modernist writer known for his delicate, introspective prose and innovative short forms that deeply influenced later 20th-century literature and art.
  • D. Günther Bachmann
    Günther Bachmann is a fictional German intelligence officer and counterterrorism specialist who serves as the central protagonist in John le Carré’s spy novel and its film adaptation "A Most Wanted Man."
  • E. Walter Ullmann
    Walter Ullmann was a prominent 20th-century historian of medieval political thought, known for his influential studies on papal authority, legal theory, and the development of medieval political ideas.
  • 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_69d827966698819082e140837737501d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de924bc548819087a2f693840d7426 completed April 14, 2026, 7:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a3e32fc8190822aeb633b60af6b completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7bf6b13481908307a2037d0de804 completed May 8, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69fd7ce0d8a0819083ba348412d76ee5 completed May 8, 2026, 6:04 a.m.
Created at: April 10, 2026, 1:20 a.m.