Triple

T8278485

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lev Vygotsky	`E193605`	entity
Predicate	workedAt	`P7`	FINISHED
Object	Institute of Psychology in Moscow The Institute of Psychology in Moscow is a prominent Soviet-era research institution in psychology, closely associated with the foundational work of Lev Vygotsky and the development of cultural-historical theory.	`E723161`	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: Institute of Psychology in Moscow | Statement: [Lev Vygotsky, workedAt, Institute of Psychology in Moscow]

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

Target entity: Institute of Psychology in Moscow
Context triple: [Lev Vygotsky, workedAt, Institute of Psychology in Moscow]

A. Moscow State Pedagogical Institute
Moscow State Pedagogical Institute is a major Russian higher education institution specializing in teacher training and pedagogy, historically one of the country’s leading centers for preparing educators.
B. Shanyavsky Moscow City People’s University
Shanyavsky Moscow City People’s University was an early 20th-century progressive higher education institution in Moscow known for its liberal, accessible approach to learning and its role in Russia’s pre-revolutionary intellectual life.
C. Kolomna Institute of Humanities and Social Studies
Kolomna Institute of Humanities and Social Studies is a higher education institution specializing in humanities and social sciences, located in the city of Kolomna, Russia.
D. Moscow State Regional University
Moscow State Regional University is a public higher education institution in Russia that provides a wide range of academic programs and research opportunities, primarily serving the Moscow region.
E. Moscow State University
Moscow State University is Russia's oldest and most prestigious university, renowned for its comprehensive academic programs and iconic main building on Sparrow Hills.
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: Institute of Psychology in Moscow
Triple: [Lev Vygotsky, workedAt, Institute of Psychology in Moscow]

Generated description

The Institute of Psychology in Moscow is a prominent Soviet-era research institution in psychology, closely associated with the foundational work of Lev Vygotsky and the development of cultural-historical theory.

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

Target entity: Institute of Psychology in Moscow
Target entity description: The Institute of Psychology in Moscow is a prominent Soviet-era research institution in psychology, closely associated with the foundational work of Lev Vygotsky and the development of cultural-historical theory.

A. Moscow State Pedagogical Institute
Moscow State Pedagogical Institute is a major Russian higher education institution specializing in teacher training and pedagogy, historically one of the country’s leading centers for preparing educators.
B. Shanyavsky Moscow City People’s University
Shanyavsky Moscow City People’s University was an early 20th-century progressive higher education institution in Moscow known for its liberal, accessible approach to learning and its role in Russia’s pre-revolutionary intellectual life.
C. Kolomna Institute of Humanities and Social Studies
Kolomna Institute of Humanities and Social Studies is a higher education institution specializing in humanities and social sciences, located in the city of Kolomna, Russia.
D. Moscow State Regional University
Moscow State Regional University is a public higher education institution in Russia that provides a wide range of academic programs and research opportunities, primarily serving the Moscow region.
E. Moscow State University
Moscow State University is Russia's oldest and most prestigious university, renowned for its comprehensive academic programs and iconic main building on Sparrow Hills.
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_69ca82e217a48190880695635c44b2ed`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cb79ebb6b88190bc777b8bd72fcdbc`	completed	March 31, 2026, 7:38 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cd6863c22c8190b888a23bb9005712`	completed	April 1, 2026, 6:48 p.m.
NEDg	Description generation	`batch_69cd6d5441248190a9e32281dc8e8d62`	completed	April 1, 2026, 7:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69cd7e20f71c8190959319c6683a2810`	completed	April 1, 2026, 8:20 p.m.

Created at: March 30, 2026, 5:51 p.m.