Triple
T3455796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macugnaga |
E72900
|
entity |
| Predicate | hasMinorityCulture |
P23361
|
FINISHED |
| Object |
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.
|
E359116
|
NE FINISHED |
How this triple was built (5 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: Walser | Statement: [Macugnaga, hasMinorityCulture, Walser]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walser Context triple: [Macugnaga, hasMinorityCulture, Walser]
-
A.
Gisin
Gisin is a Swiss surname most notably associated with alpine ski racers such as Olympic champion Dominique Gisin.
-
B.
Wirth
Wirth is a Swiss surname most notably associated with computer scientist Niklaus Wirth, the designer of several influential programming languages.
-
C.
Sebald
Sebald is the scientist who first formally described and named the bacterial genus Campylobacter.
-
D.
Wehrli
Wehrli is a surname most notably associated with Roger Wehrli, a Hall of Fame American football cornerback who played for the St. Louis Cardinals.
-
E.
Walter Süskindbrug
Walter Süskindbrug is a historic canal bridge in Amsterdam named after Holocaust rescuer Walter Süskind.
- 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: Walser Triple: [Macugnaga, hasMinorityCulture, Walser]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walser Target entity description: 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.
-
A.
Gisin
Gisin is a Swiss surname most notably associated with alpine ski racers such as Olympic champion Dominique Gisin.
-
B.
Wirth
Wirth is a Swiss surname most notably associated with computer scientist Niklaus Wirth, the designer of several influential programming languages.
-
C.
Sebald
Sebald is the scientist who first formally described and named the bacterial genus Campylobacter.
-
D.
Wehrli
Wehrli is a surname most notably associated with Roger Wehrli, a Hall of Fame American football cornerback who played for the St. Louis Cardinals.
-
E.
Walter Süskindbrug
Walter Süskindbrug is a historic canal bridge in Amsterdam named after Holocaust rescuer Walter Süskind.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMinorityCulture Context triple: [Macugnaga, hasMinorityCulture, Walser]
-
A.
hasMinorityIn
Indicates that one entity holds a non-controlling, minority ownership or stake in another entity.
-
B.
recognizedAsMinorityIn
Indicates that an entity is officially acknowledged or classified as belonging to a minority group within a specified context or jurisdiction.
-
C.
hasDistinctCulturalHeritage
chosen
Indicates that an entity possesses a unique cultural background, traditions, or practices that distinguish it from other entities.
-
D.
hasMinorityInHouse
Indicates that a political party or group holds fewer seats than any other in a legislative house, making it the smallest (minority) faction there.
-
E.
hasStrongCulturalIdentity
Indicates that an entity possesses a well-defined, deeply rooted, and strongly maintained sense of belonging to a particular culture or cultural tradition.
- F. None of above.
Provenance (6 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_69ad85b12a908190a1d10a6b03b4f8ae |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbaa77b9c81909376a5995cdaf6ac |
completed | March 8, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b361014b1c81909b6db97ec2395b73 |
completed | March 13, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b36200bc988190b5883c21b8bba5bc |
completed | March 13, 2026, 1:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36264b39481909e8255c3af92c977 |
completed | March 13, 2026, 1:03 a.m. |
| PD | Predicate disambiguation | batch_69adae041d588190a84a02bca94adec8 |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:16 p.m.