Triple

T16258427
Position Surface form Disambiguated ID Type / Status
Subject X-ray spectroscopy E394689 entity
Predicate hasSubtype P1244 FINISHED
Object resonant inelastic X-ray scattering
Resonant inelastic X-ray scattering is an advanced photon-in, photon-out technique used to probe low-energy electronic, magnetic, and lattice excitations in materials with element and orbital specificity.
E1202752 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: resonant inelastic X-ray scattering | Statement: [X-ray spectroscopy, hasSubtype, resonant inelastic X-ray scattering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: resonant inelastic X-ray scattering
Context triple: [X-ray spectroscopy, hasSubtype, resonant inelastic X-ray scattering]
  • A. ARPES
    ARPES (Angle-Resolved Photoemission Spectroscopy) is an experimental technique used in condensed matter physics to map the electronic band structure and momentum-resolved properties of materials.
  • B. Dynamical Mean-Field Theory
    Dynamical Mean-Field Theory is a non-perturbative theoretical approach in condensed matter physics that captures local electronic correlations by mapping lattice models onto self-consistent quantum impurity problems, enabling the study of phenomena such as the Mott metal–insulator transition.
  • C. Mössbauer effect
    The Mössbauer effect is a nuclear physics phenomenon in which atomic nuclei in a solid emit and absorb gamma rays without recoil, enabling extremely precise measurements of energy levels and small interactions such as those from gravity, magnetism, and chemical environments.
  • D. X-ray free-electron lasers
    X-ray free-electron lasers are powerful research instruments that generate extremely bright, ultrashort X-ray pulses for probing matter and high-field quantum phenomena at atomic and subatomic scales.
  • E. Elementary Excitations in Solids
    "Elementary Excitations in Solids" is a classic theoretical physics monograph that systematically develops the concept of quasiparticles and collective excitations to explain the behavior of electrons, phonons, and other excitations in condensed matter systems.
  • 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: resonant inelastic X-ray scattering
Triple: [X-ray spectroscopy, hasSubtype, resonant inelastic X-ray scattering]
Generated description
Resonant inelastic X-ray scattering is an advanced photon-in, photon-out technique used to probe low-energy electronic, magnetic, and lattice excitations in materials with element and orbital specificity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: resonant inelastic X-ray scattering
Target entity description: Resonant inelastic X-ray scattering is an advanced photon-in, photon-out technique used to probe low-energy electronic, magnetic, and lattice excitations in materials with element and orbital specificity.
  • A. ARPES
    ARPES (Angle-Resolved Photoemission Spectroscopy) is an experimental technique used in condensed matter physics to map the electronic band structure and momentum-resolved properties of materials.
  • B. Dynamical Mean-Field Theory
    Dynamical Mean-Field Theory is a non-perturbative theoretical approach in condensed matter physics that captures local electronic correlations by mapping lattice models onto self-consistent quantum impurity problems, enabling the study of phenomena such as the Mott metal–insulator transition.
  • C. Mössbauer effect
    The Mössbauer effect is a nuclear physics phenomenon in which atomic nuclei in a solid emit and absorb gamma rays without recoil, enabling extremely precise measurements of energy levels and small interactions such as those from gravity, magnetism, and chemical environments.
  • D. X-ray free-electron lasers
    X-ray free-electron lasers are powerful research instruments that generate extremely bright, ultrashort X-ray pulses for probing matter and high-field quantum phenomena at atomic and subatomic scales.
  • E. Elementary Excitations in Solids
    "Elementary Excitations in Solids" is a classic theoretical physics monograph that systematically develops the concept of quasiparticles and collective excitations to explain the behavior of electrons, phonons, and other excitations in condensed matter systems.
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c1fa208190995feaeba766b45f completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000eebcfe481909822290d3a7b361c completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a000f8cca5081909db58e092028e469 completed May 10, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_6a001057f9088190925492033bcd4c8d completed May 10, 2026, 4:58 a.m.
Created at: April 10, 2026, 5:04 a.m.