Triple

T6788235
Position Surface form Disambiguated ID Type / Status
Subject George Gabriel Stokes E155866 entity
Predicate knownFor P22 FINISHED
Object Stokes lines
Stokes lines are specific curves in the complex plane across which the asymptotic behavior of solutions to differential equations changes, playing a key role in asymptotic analysis and complex function theory.
E620766 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: Stokes lines | Statement: [George Gabriel Stokes, knownFor, Stokes lines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stokes lines
Context triple: [George Gabriel Stokes, knownFor, Stokes lines]
  • A. Fraunhofer lines
    Fraunhofer lines are the dark absorption lines observed in the solar spectrum that reveal the presence and properties of elements in the Sun’s atmosphere and intervening gases.
  • B. Stark effect
    The Stark effect is the splitting and shifting of atomic or molecular spectral lines caused by an external electric field.
  • C. Stokes
    Stokes is a surname most famously associated with George Gabriel Stokes, a 19th-century Irish mathematician and physicist known for his foundational work in fluid dynamics and optics.
  • D. K-lines
    K-lines are a cognitive theory construct proposed by Marvin Minsky in "The Society of Mind," representing memory traces that, when activated, re-evoke networks of mental agents involved in past problem-solving.
  • E. Stokes shift
    Stokes shift is a phenomenon in spectroscopy where the wavelength of emitted light is longer (lower energy) than that of the absorbed light, commonly observed in fluorescence and phosphorescence.
  • 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: Stokes lines
Triple: [George Gabriel Stokes, knownFor, Stokes lines]
Generated description
Stokes lines are specific curves in the complex plane across which the asymptotic behavior of solutions to differential equations changes, playing a key role in asymptotic analysis and complex function theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stokes lines
Target entity description: Stokes lines are specific curves in the complex plane across which the asymptotic behavior of solutions to differential equations changes, playing a key role in asymptotic analysis and complex function theory.
  • A. Fraunhofer lines
    Fraunhofer lines are the dark absorption lines observed in the solar spectrum that reveal the presence and properties of elements in the Sun’s atmosphere and intervening gases.
  • B. Stark effect
    The Stark effect is the splitting and shifting of atomic or molecular spectral lines caused by an external electric field.
  • C. Stokes
    Stokes is a surname most famously associated with George Gabriel Stokes, a 19th-century Irish mathematician and physicist known for his foundational work in fluid dynamics and optics.
  • D. K-lines
    K-lines are a cognitive theory construct proposed by Marvin Minsky in "The Society of Mind," representing memory traces that, when activated, re-evoke networks of mental agents involved in past problem-solving.
  • E. Stokes shift
    Stokes shift is a phenomenon in spectroscopy where the wavelength of emitted light is longer (lower energy) than that of the absorbed light, commonly observed in fluorescence and phosphorescence.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2aa2e0c8190b994261826ae001d completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a8998408190b741417ce6f21f55 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71e2ad0b08190a24f8865b8074b35 completed March 28, 2026, 12:17 a.m.
NED2 Entity disambiguation (via description) batch_69c71e9ec7148190a5f1df4951990f64 completed March 28, 2026, 12:19 a.m.
Created at: March 27, 2026, 2:14 p.m.