Triple

T18785948
Position Surface form Disambiguated ID Type / Status
Subject Irving Langmuir E459375 entity
Predicate knownFor P22 FINISHED
Object Langmuir waves
Langmuir waves are high-frequency oscillations of electrons in a plasma, driven by electrostatic restoring forces and fundamental to plasma physics and space science.
E1342679 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: Langmuir waves | Statement: [Irving Langmuir, knownFor, Langmuir waves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Langmuir waves
Context triple: [Irving Langmuir, knownFor, Langmuir waves]
  • A. Alfvén waves
    Alfvén waves are magnetohydrodynamic oscillations in a plasma where magnetic tension acts as the restoring force, fundamental to understanding space and astrophysical plasmas.
  • B. Langmuir circulation
    Langmuir circulation is a wind-driven pattern of shallow, counter-rotating vortices in the upper ocean that organizes floating material into parallel streaks on the water surface.
  • C. Geneva waves
    Geneva waves are a decorative striped finishing pattern commonly applied to high-end watch movements, especially on bridges and rotors, to enhance aesthetics and signal fine craftsmanship.
  • D. Commission H – Waves in Plasmas
    Commission H – Waves in Plasmas is a specialized body within the International Union of Radio Science that focuses on the study and advancement of wave phenomena in plasmas and related space and laboratory environments.
  • E. Jeans instability
    Jeans instability is a gravitational phenomenon in astrophysics where regions within a gas cloud become unstable and collapse under their own gravity, leading to the formation of structures like stars and galaxies.
  • 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: Langmuir waves
Triple: [Irving Langmuir, knownFor, Langmuir waves]
Generated description
Langmuir waves are high-frequency oscillations of electrons in a plasma, driven by electrostatic restoring forces and fundamental to plasma physics and space science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Langmuir waves
Target entity description: Langmuir waves are high-frequency oscillations of electrons in a plasma, driven by electrostatic restoring forces and fundamental to plasma physics and space science.
  • A. Alfvén waves
    Alfvén waves are magnetohydrodynamic oscillations in a plasma where magnetic tension acts as the restoring force, fundamental to understanding space and astrophysical plasmas.
  • B. Langmuir circulation
    Langmuir circulation is a wind-driven pattern of shallow, counter-rotating vortices in the upper ocean that organizes floating material into parallel streaks on the water surface.
  • C. Geneva waves
    Geneva waves are a decorative striped finishing pattern commonly applied to high-end watch movements, especially on bridges and rotors, to enhance aesthetics and signal fine craftsmanship.
  • D. Commission H – Waves in Plasmas
    Commission H – Waves in Plasmas is a specialized body within the International Union of Radio Science that focuses on the study and advancement of wave phenomena in plasmas and related space and laboratory environments.
  • E. Jeans instability
    Jeans instability is a gravitational phenomenon in astrophysics where regions within a gas cloud become unstable and collapse under their own gravity, leading to the formation of structures like stars and galaxies.
  • 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_69d8d396f54c8190ba49db31e8743842 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5978154ac819096356d2a488b45f0 completed April 20, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05471ae8fc8190a18870af6b487105 completed May 14, 2026, 3:52 a.m.
NEDg Description generation batch_6a054abe671c8190b9ef2d324fe23a96 completed May 14, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_6a054b2bf4848190ae3329f47c30210c completed May 14, 2026, 4:10 a.m.
Created at: April 10, 2026, 11:52 a.m.