Triple

T1614438

Position	Surface form	Disambiguated ID	Type / Status
Subject	Robert Kraichnan	`E34682`	entity
Predicate	hasNotableConcept	`P531`	FINISHED
Object	direct interaction approximation (DIA) The direct interaction approximation (DIA) is a statistical closure theory in turbulence developed by Robert Kraichnan that models the nonlinear interactions among fluctuating velocity fields to predict turbulent flow properties.	`E183470`	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: direct interaction approximation (DIA) | Statement: [Robert Kraichnan, hasNotableConcept, direct interaction approximation (DIA)]

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

Target entity: direct interaction approximation (DIA)
Context triple: [Robert Kraichnan, hasNotableConcept, direct interaction approximation (DIA)]

A. DIRAC
DIRAC is a high-energy physics experiment at CERN that investigates fundamental particles and their interactions using the Super Proton Synchrotron’s North Area beamlines.
B. DAI
DAI is the commonly used abbreviation for the German Archaeological Institute, a leading international institution for archaeological research and cultural heritage preservation.
C. Herzberg–Teller approximation
The Herzberg–Teller approximation is a refinement in molecular spectroscopy that accounts for vibronic coupling by allowing electronic transition dipole moments to depend on nuclear coordinates, explaining intensity in otherwise forbidden transitions.
D. DIA
DIA is a major art museum in Detroit, Michigan, renowned for its extensive collection spanning diverse cultures and historical periods, including celebrated European, American, and African American works.
E. DIA
The DIA (Defense Intelligence Agency) is the United States military’s primary foreign intelligence service, responsible for providing defense-related intelligence to policymakers, warfighters, and the intelligence community.
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: direct interaction approximation (DIA)
Triple: [Robert Kraichnan, hasNotableConcept, direct interaction approximation (DIA)]

Generated description

The direct interaction approximation (DIA) is a statistical closure theory in turbulence developed by Robert Kraichnan that models the nonlinear interactions among fluctuating velocity fields to predict turbulent flow properties.

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

Target entity: direct interaction approximation (DIA)
Target entity description: The direct interaction approximation (DIA) is a statistical closure theory in turbulence developed by Robert Kraichnan that models the nonlinear interactions among fluctuating velocity fields to predict turbulent flow properties.

A. DIRAC
DIRAC is a high-energy physics experiment at CERN that investigates fundamental particles and their interactions using the Super Proton Synchrotron’s North Area beamlines.
B. DAI
DAI is the commonly used abbreviation for the German Archaeological Institute, a leading international institution for archaeological research and cultural heritage preservation.
C. Herzberg–Teller approximation
The Herzberg–Teller approximation is a refinement in molecular spectroscopy that accounts for vibronic coupling by allowing electronic transition dipole moments to depend on nuclear coordinates, explaining intensity in otherwise forbidden transitions.
D. DIA
DIA is a major art museum in Detroit, Michigan, renowned for its extensive collection spanning diverse cultures and historical periods, including celebrated European, American, and African American works.
E. DIA
The DIA (Defense Intelligence Agency) is the United States military’s primary foreign intelligence service, responsible for providing defense-related intelligence to policymakers, warfighters, and the intelligence community.
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_69a885ffc5ec819091afa325d5f9611c`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a9098f384c81909ef836ee779466e2`	completed	March 5, 2026, 4:41 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad51ca2bc48190abb83f4d84782334`	completed	March 8, 2026, 10:39 a.m.
NEDg	Description generation	`batch_69ad55d41c048190a2d85dc19bc56242`	completed	March 8, 2026, 10:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad564aed808190a58dbf3a84780255`	completed	March 8, 2026, 10:58 a.m.

Created at: March 4, 2026, 7:28 p.m.