Triple

T18023368

Position	Surface form	Disambiguated ID	Type / Status
Subject	Swiss Academies of Arts and Sciences	`E431183`	entity
Predicate	hasMember	`P10`	FINISHED
Object	Swiss Academy of Humanities and Social Sciences The Swiss Academy of Humanities and Social Sciences is a national scholarly society that promotes research, collaboration, and public engagement in the humanities and social sciences in Switzerland.	`E431183`	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: Swiss Academy of Humanities and Social Sciences | Statement: [Swiss Academies of Arts and Sciences, hasMember, Swiss Academy of Humanities and Social Sciences]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Swiss Academy of Humanities and Social Sciences
Context triple: [Swiss Academies of Arts and Sciences, hasMember, Swiss Academy of Humanities and Social Sciences]

A. Swiss Academies of Arts and Sciences
The Swiss Academies of Arts and Sciences is an umbrella organization that brings together Switzerland’s national scientific academies to promote research, interdisciplinary dialogue, and evidence-based policy advice.
B. Swiss Academy of Sciences
The Swiss Academy of Sciences is a national scientific institution in Switzerland that promotes research, supports scientific collaboration, and advises society and policymakers on science-related issues.
C. Swiss Academy of Medical Sciences
The Swiss Academy of Medical Sciences is a leading Swiss institution that promotes excellence, ethics, and innovation in medical research and healthcare policy.
D. Académie Suisse
Académie Suisse was an informal 19th-century Parisian art school and studio known for its liberal, tuition-free life-drawing classes that attracted many avant-garde artists.
E. University of Bern
The University of Bern is a major public research university in Switzerland known for its strong programs across the humanities, sciences, and medicine.
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: Swiss Academy of Humanities and Social Sciences
Triple: [Swiss Academies of Arts and Sciences, hasMember, Swiss Academy of Humanities and Social Sciences]

Generated description

The Swiss Academy of Humanities and Social Sciences is a national scholarly society that promotes research, collaboration, and public engagement in the humanities and social sciences in Switzerland.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Swiss Academy of Humanities and Social Sciences
Target entity description: The Swiss Academy of Humanities and Social Sciences is a national scholarly society that promotes research, collaboration, and public engagement in the humanities and social sciences in Switzerland.

A. Swiss Academies of Arts and Sciences chosen
The Swiss Academies of Arts and Sciences is an umbrella organization that brings together Switzerland’s national scientific academies to promote research, interdisciplinary dialogue, and evidence-based policy advice.
B. Swiss Academy of Sciences
The Swiss Academy of Sciences is a national scientific institution in Switzerland that promotes research, supports scientific collaboration, and advises society and policymakers on science-related issues.
C. Swiss Academy of Medical Sciences
The Swiss Academy of Medical Sciences is a leading Swiss institution that promotes excellence, ethics, and innovation in medical research and healthcare policy.
D. Académie Suisse
Académie Suisse was an informal 19th-century Parisian art school and studio known for its liberal, tuition-free life-drawing classes that attracted many avant-garde artists.
E. University of Bern
The University of Bern is a major public research university in Switzerland known for its strong programs across the humanities, sciences, and medicine.
F. None of above.

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_69d8b9050fb48190890155145deb0a66`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4b9c475dc819086c4cd86d663791f`	completed	April 19, 2026, 11:17 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a03432ac16481908a05312c1db336df`	completed	May 12, 2026, 3:11 p.m.
NEDg	Description generation	`batch_6a03464c57248190877438237d9b758c`	completed	May 12, 2026, 3:25 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0346dae6d881909ad7ff7a7b4a288e`	completed	May 12, 2026, 3:27 p.m.

Created at: April 10, 2026, 10:24 a.m.