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.