Triple

T4091471

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jovan Cvijić	`E87712`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Anthropogeographic studies Anthropogeographic Studies is a foundational scholarly work that analyzes how geographical environments shape human societies and cultural development, particularly in the Balkan region.	`E413105`	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: Anthropogeographic studies | Statement: [Jovan Cvijić, notableWork, Anthropogeographic studies]

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

Target entity: Anthropogeographic studies
Context triple: [Jovan Cvijić, notableWork, Anthropogeographic studies]

A. Department of Sociology and Human Geography
The Department of Sociology and Human Geography is an academic unit at the University of Oslo that focuses on research and education in social structures, societal change, and the spatial dimensions of human life.
B. Human Ecology Section
The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
C. Cultural Anthropology
Cultural Anthropology is a leading peer-reviewed journal in the field of anthropology that publishes innovative research on contemporary cultural and social issues worldwide.
D. ekistics as the science of human settlements
Ekistics as the science of human settlements is an interdisciplinary field that studies the planning, design, organization, and evolution of human communities and their physical environments at all scales, from individual dwellings to global urban systems.
E. Transactions of the Institute of British Geographers
Transactions of the Institute of British Geographers is a leading peer-reviewed academic journal covering cutting-edge research in human and physical geography.
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: Anthropogeographic studies
Triple: [Jovan Cvijić, notableWork, Anthropogeographic studies]

Generated description

Anthropogeographic Studies is a foundational scholarly work that analyzes how geographical environments shape human societies and cultural development, particularly in the Balkan region.

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

Target entity: Anthropogeographic studies
Target entity description: Anthropogeographic Studies is a foundational scholarly work that analyzes how geographical environments shape human societies and cultural development, particularly in the Balkan region.

A. Department of Sociology and Human Geography
The Department of Sociology and Human Geography is an academic unit at the University of Oslo that focuses on research and education in social structures, societal change, and the spatial dimensions of human life.
B. Human Ecology Section
The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
C. Cultural Anthropology
Cultural Anthropology is a leading peer-reviewed journal in the field of anthropology that publishes innovative research on contemporary cultural and social issues worldwide.
D. ekistics as the science of human settlements
Ekistics as the science of human settlements is an interdisciplinary field that studies the planning, design, organization, and evolution of human communities and their physical environments at all scales, from individual dwellings to global urban systems.
E. Transactions of the Institute of British Geographers
Transactions of the Institute of British Geographers is a leading peer-reviewed academic journal covering cutting-edge research in human and physical geography.
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_69aed94425148190be337845d56fac22`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefcac77788190a5e934fe7c46a1fa`	completed	March 9, 2026, 5 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b56b69a7908190a53839f7ebfd011c`	completed	March 14, 2026, 2:06 p.m.
NEDg	Description generation	`batch_69b56c29c72081909e6ef890dde593dd`	completed	March 14, 2026, 2:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69b56ca671d0819097760161832998b0`	completed	March 14, 2026, 2:11 p.m.

Created at: March 9, 2026, 3:39 p.m.