Triple
T2173577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fermi liquid theory |
E48476
|
entity |
| Predicate | usesConcept |
P531
|
FINISHED |
| Object |
Landau interaction function
The Landau interaction function is a central quantity in Fermi liquid theory that characterizes the effective quasiparticle–quasiparticle interactions near the Fermi surface.
|
E243116
|
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: Landau interaction function | Statement: [Fermi liquid theory, usesConcept, Landau interaction function]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Landau interaction function Context triple: [Fermi liquid theory, usesConcept, Landau interaction function]
-
A.
Lagrangian-history direct interaction approximation (LHDIA)
Lagrangian-history direct interaction approximation (LHDIA) is a turbulence theory framework that models fluid particle dynamics by tracking their Lagrangian histories to more accurately capture nonlinear interactions and temporal correlations in turbulent flows.
-
B.
Onsager–Machlup function
The Onsager–Machlup function is a functional in stochastic process theory that characterizes the most probable paths of fluctuating systems, playing a key role in nonequilibrium statistical mechanics and large deviation theory.
-
C.
Hardy Z-function
The Hardy Z-function is a real-valued function derived from the Riemann zeta function on the critical line, used extensively in the study of the distribution of its zeros and the Riemann Hypothesis.
-
D.
direct interaction approximation (DIA)
The direct interaction approximation (DIA) is a statistical closure theory in turbulence developed by Robert Kraichnan that models the nonlinear interactions among fluctuating velocity fields to predict turbulent flow properties.
-
E.
Lifshitz
Lifshitz is the original family surname of American fashion designer and business magnate Ralph Lauren.
- 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: Landau interaction function Triple: [Fermi liquid theory, usesConcept, Landau interaction function]
Generated description
The Landau interaction function is a central quantity in Fermi liquid theory that characterizes the effective quasiparticle–quasiparticle interactions near the Fermi surface.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Landau interaction function Target entity description: The Landau interaction function is a central quantity in Fermi liquid theory that characterizes the effective quasiparticle–quasiparticle interactions near the Fermi surface.
-
A.
Lagrangian-history direct interaction approximation (LHDIA)
Lagrangian-history direct interaction approximation (LHDIA) is a turbulence theory framework that models fluid particle dynamics by tracking their Lagrangian histories to more accurately capture nonlinear interactions and temporal correlations in turbulent flows.
-
B.
Onsager–Machlup function
The Onsager–Machlup function is a functional in stochastic process theory that characterizes the most probable paths of fluctuating systems, playing a key role in nonequilibrium statistical mechanics and large deviation theory.
-
C.
Hardy Z-function
The Hardy Z-function is a real-valued function derived from the Riemann zeta function on the critical line, used extensively in the study of the distribution of its zeros and the Riemann Hypothesis.
-
D.
direct interaction approximation (DIA)
The direct interaction approximation (DIA) is a statistical closure theory in turbulence developed by Robert Kraichnan that models the nonlinear interactions among fluctuating velocity fields to predict turbulent flow properties.
-
E.
Lifshitz
Lifshitz is the original family surname of American fashion designer and business magnate Ralph Lauren.
- 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_69a88aa3faa48190995b233af6525815 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbecb97a48190834e3e536184bbd1 |
completed | March 7, 2026, 5:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5d9c61448190930777bcf2028882 |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e1ea6108190b22ead618d620613 |
completed | March 9, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ea7909c8190a93d87a5d07b84d4 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:45 p.m.