Triple

T2513273

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bruno Siciliano	`E52748`	entity
Predicate	memberOf	`P10`	FINISHED
Object	IFAC IFAC (International Federation of Automatic Control) is a global organization dedicated to promoting the science and technology of control in engineering, systems, and automation through research, education, and international collaboration.	`E272784`	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: IFAC | Statement: [Bruno Siciliano, memberOf, IFAC]

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

Target entity: IFAC
Context triple: [Bruno Siciliano, memberOf, IFAC]

A. IFIP
IFIP (International Federation for Information Processing) is a global, non-governmental organization that promotes information and communication technologies through international cooperation, standards, and research.
B. American Federation of Information Processing Societies
The American Federation of Information Processing Societies was a pioneering U.S. umbrella organization of professional computing societies that played a key role in the early development and promotion of computer science and information processing.
C. IEEE Foundation
The IEEE Foundation is the philanthropic arm of IEEE that supports engineering, technology, and education initiatives worldwide through grants, awards, and charitable programs.
D. IEC
IEC is the acronym for the Institut d’Estudis Catalans, the official academic institution responsible for research and standardization of the Catalan language and culture.
E. Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers (IEEE) is a leading global professional association dedicated to advancing technology through standards development, publications, conferences, and educational activities in electrical engineering, electronics, and related fields.
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: IFAC
Triple: [Bruno Siciliano, memberOf, IFAC]

Generated description

IFAC (International Federation of Automatic Control) is a global organization dedicated to promoting the science and technology of control in engineering, systems, and automation through research, education, and international collaboration.

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

Target entity: IFAC
Target entity description: IFAC (International Federation of Automatic Control) is a global organization dedicated to promoting the science and technology of control in engineering, systems, and automation through research, education, and international collaboration.

A. IFIP
IFIP (International Federation for Information Processing) is a global, non-governmental organization that promotes information and communication technologies through international cooperation, standards, and research.
B. American Federation of Information Processing Societies
The American Federation of Information Processing Societies was a pioneering U.S. umbrella organization of professional computing societies that played a key role in the early development and promotion of computer science and information processing.
C. IEEE Foundation
The IEEE Foundation is the philanthropic arm of IEEE that supports engineering, technology, and education initiatives worldwide through grants, awards, and charitable programs.
D. IEC
IEC is the acronym for the Institut d’Estudis Catalans, the official academic institution responsible for research and standardization of the Catalan language and culture.
E. Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers (IEEE) is a leading global professional association dedicated to advancing technology through standards development, publications, conferences, and educational activities in electrical engineering, electronics, and related fields.
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_69ab4958e76481908a235377dd921c9e`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abd20b6d008190acec0eb172e218c9`	completed	March 7, 2026, 7:21 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af1faed61481909f13b8a014b39ed3`	completed	March 9, 2026, 7:29 p.m.
NEDg	Description generation	`batch_69af20e421308190b62a954659537163`	completed	March 9, 2026, 7:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69af215e2eec8190a18e41824acf196b`	completed	March 9, 2026, 7:37 p.m.

Created at: March 6, 2026, 9:46 p.m.