Triple

T8793554

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Media Studies (University of Amsterdam)	`E209228`	entity
Predicate	affiliation	`P10`	FINISHED
Object	Digital Methods Initiative The Digital Methods Initiative is a research group at the University of Amsterdam that develops and applies innovative techniques for studying social and cultural phenomena using data and tools native to digital media.	`E759018`	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: Digital Methods Initiative | Statement: [Department of Media Studies (University of Amsterdam), affiliation, Digital Methods Initiative]

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

Target entity: Digital Methods Initiative
Context triple: [Department of Media Studies (University of Amsterdam), affiliation, Digital Methods Initiative]

A. Digital Scholarship Lab
The Digital Scholarship Lab is a Brandeis University library space that supports technology-enhanced research and teaching, offering tools and expertise for digital humanities, data visualization, and other forms of digital scholarship.
B. Digital Scholarship Lab
The Digital Scholarship Lab is a Brown University Library facility that supports research and teaching through advanced digital tools, data visualization, and collaborative scholarly projects.
C. Center for Digital Scholarship
The Center for Digital Scholarship is a Brown University Library unit that supports digital humanities and digital scholarship through collaborative research, tools, and services for creating, analyzing, and preserving digital projects.
D. Digital Research
Digital Research was a pioneering software company best known for creating early microcomputer operating systems such as CP/M and its 16-bit variants.
E. Digital Science
Digital Science is a technology company that provides research analytics, data, and software tools to support and improve the scholarly research ecosystem.
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: Digital Methods Initiative
Triple: [Department of Media Studies (University of Amsterdam), affiliation, Digital Methods Initiative]

Generated description

The Digital Methods Initiative is a research group at the University of Amsterdam that develops and applies innovative techniques for studying social and cultural phenomena using data and tools native to digital media.

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

Target entity: Digital Methods Initiative
Target entity description: The Digital Methods Initiative is a research group at the University of Amsterdam that develops and applies innovative techniques for studying social and cultural phenomena using data and tools native to digital media.

A. Digital Scholarship Lab
The Digital Scholarship Lab is a Brown University Library facility that supports research and teaching through advanced digital tools, data visualization, and collaborative scholarly projects.
B. Digital Scholarship Lab
The Digital Scholarship Lab is a Brandeis University library space that supports technology-enhanced research and teaching, offering tools and expertise for digital humanities, data visualization, and other forms of digital scholarship.
C. Center for Digital Scholarship
The Center for Digital Scholarship is a Brown University Library unit that supports digital humanities and digital scholarship through collaborative research, tools, and services for creating, analyzing, and preserving digital projects.
D. Digital Research
Digital Research was a pioneering software company best known for creating early microcomputer operating systems such as CP/M and its 16-bit variants.
E. Digital Science
Digital Science is a technology company that provides research analytics, data, and software tools to support and improve the scholarly research ecosystem.
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_69ca836240888190a62b262e56a69d2f`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5f9f0ff48190a8ff3c7447833849`	completed	March 31, 2026, 11:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf6f532ed48190a21996f865428831`	completed	April 3, 2026, 7:42 a.m.
NEDg	Description generation	`batch_69cf7041b6bc81909924d1382b756746`	completed	April 3, 2026, 7:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf7163e2088190bf252896cc4036b2`	completed	April 3, 2026, 7:51 a.m.

Created at: March 30, 2026, 6:43 p.m.