Triple

T7739678

Position	Surface form	Disambiguated ID	Type / Status
Subject	Saint-Mandé	`E175473`	entity
Predicate	hasNationalInstitution	`P6903`	FINISHED
Object	French National Institute for Demographic Studies (INED) The French National Institute for Demographic Studies (INED) is a leading public research organization in France specializing in the scientific study and analysis of population and demographic trends.	`E685940`	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: French National Institute for Demographic Studies (INED) | Statement: [Saint-Mandé, hasNationalInstitution, French National Institute for Demographic Studies (INED)]

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

Target entity: French National Institute for Demographic Studies (INED)
Context triple: [Saint-Mandé, hasNationalInstitution, French National Institute for Demographic Studies (INED)]

A. Higher Institute of Population Studies
The Higher Institute of Population Studies is a specialized academic and research institute at Damascus University focused on demographic, population, and development studies.
B. Institute of Population Studies
The Institute of Population Studies is a research and academic center at Hacettepe University specializing in demographic analysis, population dynamics, and related social science research.
C. Institute of Population Studies
The Institute of Population Studies is a research and teaching unit at the University of Tartu specializing in demography, population dynamics, and related social science analyses.
D. Institute for Population and Social Research
The Institute for Population and Social Research is a leading Thai academic center specializing in demographic and social science research, particularly on population dynamics, public health, and social development.
E. Institute of Social Studies
The Institute of Social Studies is an academic unit within the University of Tartu that focuses on teaching and research in fields such as communication, journalism, and other social sciences.
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: French National Institute for Demographic Studies (INED)
Triple: [Saint-Mandé, hasNationalInstitution, French National Institute for Demographic Studies (INED)]

Generated description

The French National Institute for Demographic Studies (INED) is a leading public research organization in France specializing in the scientific study and analysis of population and demographic trends.

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

Target entity: French National Institute for Demographic Studies (INED)
Target entity description: The French National Institute for Demographic Studies (INED) is a leading public research organization in France specializing in the scientific study and analysis of population and demographic trends.

A. Higher Institute of Population Studies
The Higher Institute of Population Studies is a specialized academic and research institute at Damascus University focused on demographic, population, and development studies.
B. Institute of Population Studies
The Institute of Population Studies is a research and academic center at Hacettepe University specializing in demographic analysis, population dynamics, and related social science research.
C. Institute of Population Studies
The Institute of Population Studies is a research and teaching unit at the University of Tartu specializing in demography, population dynamics, and related social science analyses.
D. Institute for Population and Social Research
The Institute for Population and Social Research is a leading Thai academic center specializing in demographic and social science research, particularly on population dynamics, public health, and social development.
E. Institute of Social Studies
The Institute of Social Studies is an academic unit within the University of Tartu that focuses on teaching and research in fields such as communication, journalism, and other social sciences.
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_69c6995f9c60819092e386192bd63c6f`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c7035cddb881908bdfc1bd7d6a64ad`	completed	March 27, 2026, 10:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8be4178408190850c284aab895442`	completed	March 29, 2026, 5:53 a.m.
NEDg	Description generation	`batch_69c8bf30e83c819084f1c04b686d81a7`	completed	March 29, 2026, 5:57 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8bfbb67888190a92de6c6c9562da4`	completed	March 29, 2026, 5:59 a.m.

Created at: March 27, 2026, 4:07 p.m.