Triple

T7151437
Position Surface form Disambiguated ID Type / Status
Subject Fourier transform infrared spectroscopy E166699 entity
Predicate advantage P487 FINISHED
Object Fellgett advantage
The Fellgett advantage is the signal-to-noise benefit in multiplex spectroscopic techniques, where measuring all wavelengths simultaneously improves sensitivity compared to scanning methods.
E646033 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: Fellgett advantage | Statement: [Fourier transform infrared spectroscopy, advantage, Fellgett advantage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fellgett advantage
Context triple: [Fourier transform infrared spectroscopy, advantage, Fellgett advantage]
  • A. Fittja
    Fittja is a suburban district in the southern part of the Stockholm metropolitan area in Sweden, known for its diverse population and large-scale postwar housing.
  • B. Fehr
    Fehr is a surname most prominently associated with Donald Fehr, the longtime executive director of the Major League Baseball Players Association and later the NHL Players’ Association.
  • C. Fell
    Fell is a surname of English and Scandinavian origin borne by various notable individuals across politics, arts, and other fields.
  • D. Rubin–Ford effect
    The Rubin–Ford effect is an observed large-scale motion of galaxies relative to the cosmic microwave background that provided early evidence for peculiar velocities and inhomogeneities in the universe’s expansion.
  • E. Gasselte
    Gasselte is a village in the Dutch province of Drenthe, known for its surrounding forests, heathlands, and recreational lakes.
  • 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: Fellgett advantage
Triple: [Fourier transform infrared spectroscopy, advantage, Fellgett advantage]
Generated description
The Fellgett advantage is the signal-to-noise benefit in multiplex spectroscopic techniques, where measuring all wavelengths simultaneously improves sensitivity compared to scanning methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fellgett advantage
Target entity description: The Fellgett advantage is the signal-to-noise benefit in multiplex spectroscopic techniques, where measuring all wavelengths simultaneously improves sensitivity compared to scanning methods.
  • A. Fittja
    Fittja is a suburban district in the southern part of the Stockholm metropolitan area in Sweden, known for its diverse population and large-scale postwar housing.
  • B. Fehr
    Fehr is a surname most prominently associated with Donald Fehr, the longtime executive director of the Major League Baseball Players Association and later the NHL Players’ Association.
  • C. Fell
    Fell is a surname of English and Scandinavian origin borne by various notable individuals across politics, arts, and other fields.
  • D. Rubin–Ford effect
    The Rubin–Ford effect is an observed large-scale motion of galaxies relative to the cosmic microwave background that provided early evidence for peculiar velocities and inhomogeneities in the universe’s expansion.
  • E. Gasselte
    Gasselte is a village in the Dutch province of Drenthe, known for its surrounding forests, heathlands, and recreational lakes.
  • 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_69c68886779c8190a8e3fbabffe68253 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7f3e4a88190a3110f2368262528 completed March 27, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adad45208190a8e09173a4d26591 completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7aeb1c59c8190b02fcb731003ad31 completed March 28, 2026, 10:34 a.m.
NED2 Entity disambiguation (via description) batch_69c7af2ad8a081909185cfd3a3d4e4d0 completed March 28, 2026, 10:36 a.m.
Created at: March 27, 2026, 2:46 p.m.