Triple

T5636610

Position	Surface form	Disambiguated ID	Type / Status
Subject	Max Planck Institute for the Study of Societies	`E147963`	entity
Predicate	hasAbbreviation	`P43`	FINISHED
Object	MPIfG MPIfG is a leading German research institute in Cologne specializing in advanced sociological and political-economic studies as part of the Max Planck Society.	`E94084`	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: MPIfG | Statement: [Max Planck Institute for the Study of Societies, hasAbbreviation, MPIfG]

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

Target entity: MPIfG
Context triple: [Max Planck Institute for the Study of Societies, hasAbbreviation, MPIfG]

A. Max Planck Institute for Human Cognitive and Brain Sciences
The Max Planck Institute for Human Cognitive and Brain Sciences is a leading German research institute focused on understanding the neural and cognitive mechanisms underlying human thought, perception, and behavior.
B. BMBF
BMBF is the German Federal Ministry responsible for national policy and funding in education, science, and research.
C. Fraunhofer Institute for Cognitive Systems IKS
The Fraunhofer Institute for Cognitive Systems IKS is a German research institute focused on safe, reliable, and intelligent cognitive systems, particularly in areas like autonomous systems, AI, and embedded software.
D. Fraunhofer Institute for Integrated Circuits IIS
The Fraunhofer Institute for Integrated Circuits IIS is a leading German research institute renowned for its work in microelectronics and audio coding technologies, including the co-development of the MP3 format.
E. Max Planck Institute for the Study of the Scientific-Technical World
The Max Planck Institute for the Study of the Scientific-Technical World was a research institute of the Max Planck Society in Germany focused on philosophical and sociological analysis of science, technology, and their role in modern society.
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: MPIfG
Triple: [Max Planck Institute for the Study of Societies, hasAbbreviation, MPIfG]

Generated description

MPIfG is a leading German research institute in Cologne specializing in advanced sociological and political-economic studies as part of the Max Planck Society.

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

Target entity: MPIfG
Target entity description: MPIfG is a leading German research institute in Cologne specializing in advanced sociological and political-economic studies as part of the Max Planck Society.

A. Max Planck Institute for Human Cognitive and Brain Sciences
The Max Planck Institute for Human Cognitive and Brain Sciences is a leading German research institute focused on understanding the neural and cognitive mechanisms underlying human thought, perception, and behavior.
B. BMBF
BMBF is the German Federal Ministry responsible for national policy and funding in education, science, and research.
C. Fraunhofer Institute for Cognitive Systems IKS
The Fraunhofer Institute for Cognitive Systems IKS is a German research institute focused on safe, reliable, and intelligent cognitive systems, particularly in areas like autonomous systems, AI, and embedded software.
D. Fraunhofer Institute for Integrated Circuits IIS
The Fraunhofer Institute for Integrated Circuits IIS is a leading German research institute renowned for its work in microelectronics and audio coding technologies, including the co-development of the MP3 format.
E. Max Planck Institute for the Study of the Scientific-Technical World chosen
The Max Planck Institute for the Study of the Scientific-Technical World was a research institute of the Max Planck Society in Germany focused on philosophical and sociological analysis of science, technology, and their role in modern society.
F. None of above.

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_69c00907bc8881909ed760d3ed73ef35`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c022809f708190ab859aa446683b10`	completed	March 22, 2026, 5:10 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c04d70e5d88190b869d54911bc8689`	completed	March 22, 2026, 8:13 p.m.
NEDg	Description generation	`batch_69c04e8a92a0819091bad1fbef4a509b`	completed	March 22, 2026, 8:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69c056acf1f48190bf7324ae178adbb7`	completed	March 22, 2026, 8:53 p.m.

Created at: March 22, 2026, 3:41 p.m.