Triple
T11121118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pierre-Gilles de Gennes |
E263015
|
entity |
| Predicate | hasWork |
P6260
|
FINISHED |
| Object |
The Physics of Liquid Crystals
The Physics of Liquid Crystals is a seminal scientific monograph by Pierre-Gilles de Gennes that systematically develops the theoretical foundations and phenomenology of liquid crystal phases and their transitions.
|
E906399
|
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: The Physics of Liquid Crystals | Statement: [Pierre-Gilles de Gennes, hasWork, The Physics of Liquid Crystals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Physics of Liquid Crystals Context triple: [Pierre-Gilles de Gennes, hasWork, The Physics of Liquid Crystals]
-
A.
“The Structure and Rheology of Complex Fluids”
“The Structure and Rheology of Complex Fluids” is a comprehensive textbook that explains the microstructural basis and flow behavior of complex fluids such as polymers, colloids, and surfactant solutions.
-
B.
Dynamics of Nonhomogeneous Fluids
Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
-
C.
Dynamics of Polymeric Liquids
Dynamics of Polymeric Liquids is a foundational textbook in rheology and polymer science that rigorously develops the theory and mathematical modeling of the flow and deformation behavior of polymeric fluids.
-
D.
Deformation, Strain and Flow: An Elementary Introduction to Rheology
Deformation, Strain and Flow: An Elementary Introduction to Rheology is a foundational textbook that introduces the basic principles of how materials deform and flow under stress, written for students and newcomers to rheology.
-
E.
Electronic Processes in Non-Crystalline Materials
Electronic Processes in Non-Crystalline Materials is a seminal physics monograph by Nevill Mott that systematically analyzes charge transport and electronic behavior in amorphous and disordered solids.
- 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: The Physics of Liquid Crystals Triple: [Pierre-Gilles de Gennes, hasWork, The Physics of Liquid Crystals]
Generated description
The Physics of Liquid Crystals is a seminal scientific monograph by Pierre-Gilles de Gennes that systematically develops the theoretical foundations and phenomenology of liquid crystal phases and their transitions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Physics of Liquid Crystals Target entity description: The Physics of Liquid Crystals is a seminal scientific monograph by Pierre-Gilles de Gennes that systematically develops the theoretical foundations and phenomenology of liquid crystal phases and their transitions.
-
A.
“The Structure and Rheology of Complex Fluids”
“The Structure and Rheology of Complex Fluids” is a comprehensive textbook that explains the microstructural basis and flow behavior of complex fluids such as polymers, colloids, and surfactant solutions.
-
B.
Dynamics of Nonhomogeneous Fluids
Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
-
C.
Dynamics of Polymeric Liquids
Dynamics of Polymeric Liquids is a foundational textbook in rheology and polymer science that rigorously develops the theory and mathematical modeling of the flow and deformation behavior of polymeric fluids.
-
D.
Deformation, Strain and Flow: An Elementary Introduction to Rheology
Deformation, Strain and Flow: An Elementary Introduction to Rheology is a foundational textbook that introduces the basic principles of how materials deform and flow under stress, written for students and newcomers to rheology.
-
E.
Electronic Processes in Non-Crystalline Materials
Electronic Processes in Non-Crystalline Materials is a seminal physics monograph by Nevill Mott that systematically analyzes charge transport and electronic behavior in amorphous and disordered solids.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79af911b881908168f23a4918231c |
completed | April 9, 2026, 12:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d8406988190837a16d7ad8048d1 |
completed | April 19, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_69e4374700b881908ebb185ae020487b |
completed | April 19, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4399385c08190852c3cbd730a1f11 |
completed | April 19, 2026, 2:10 a.m. |
Created at: April 8, 2026, 9:28 p.m.