Triple

T752200

Position	Surface form	Disambiguated ID	Type / Status
Subject	Otto Neurath	`E15472`	entity
Predicate	knownFor	`P22`	FINISHED
Object	ISOTYPE visual communication system The ISOTYPE visual communication system is a pioneering method of using standardized pictograms and charts to present complex social and economic data in a clear, accessible way to broad audiences.	`E88572`	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: ISOTYPE visual communication system | Statement: [Otto Neurath, knownFor, ISOTYPE visual communication system]

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

Target entity: ISOTYPE visual communication system
Context triple: [Otto Neurath, knownFor, ISOTYPE visual communication system]

A. Logos
Logos is a central concept in Christian theology referring to the divine Word or reason of God, identified with Christ as the preexistent and incarnate Son.
B. DLA Design
DLA Design is an architectural firm known for designing major public venues, including the Manchester Arena in the United Kingdom.
C. Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks
The Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks is an international treaty that establishes a standardized classification system used worldwide for registering trademarks.
D. Index of American Design
The Index of American Design was a New Deal–era visual archive project that documented traditional American decorative, folk, and utilitarian arts through thousands of detailed watercolor renderings.
E. Kelmscott
Kelmscott is a small rural village in Oxfordshire, England, best known for its association with the designer and writer William Morris and the historic Kelmscott Manor.
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: ISOTYPE visual communication system
Triple: [Otto Neurath, knownFor, ISOTYPE visual communication system]

Generated description

The ISOTYPE visual communication system is a pioneering method of using standardized pictograms and charts to present complex social and economic data in a clear, accessible way to broad audiences.

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

Target entity: ISOTYPE visual communication system
Target entity description: The ISOTYPE visual communication system is a pioneering method of using standardized pictograms and charts to present complex social and economic data in a clear, accessible way to broad audiences.

A. Logos
Logos is a central concept in Christian theology referring to the divine Word or reason of God, identified with Christ as the preexistent and incarnate Son.
B. DLA Design
DLA Design is an architectural firm known for designing major public venues, including the Manchester Arena in the United Kingdom.
C. Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks
The Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks is an international treaty that establishes a standardized classification system used worldwide for registering trademarks.
D. Index of American Design
The Index of American Design was a New Deal–era visual archive project that documented traditional American decorative, folk, and utilitarian arts through thousands of detailed watercolor renderings.
E. Kelmscott
Kelmscott is a small rural village in Oxfordshire, England, best known for its association with the designer and writer William Morris and the historic Kelmscott Manor.
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_69a493599a0081908da65f3407af1ef2`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a64d7d2c8190a6059adcb8fbd34f`	completed	March 1, 2026, 8:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a654eae9608190af3b410ecc041660`	completed	March 3, 2026, 3:26 a.m.
NEDg	Description generation	`batch_69a65555e7748190b2a55548e4058bc1`	completed	March 3, 2026, 3:28 a.m.
NED2	Entity disambiguation (via description)	`batch_69a656d5f28481908ff3fd5fb71b1440`	completed	March 3, 2026, 3:34 a.m.

Created at: March 1, 2026, 7:37 p.m.