Triple
T4598789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GM Epsilon platform |
E100269
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
GM N-body platform in some applications
GM N-body platform in some applications is an earlier General Motors vehicle electronics and control architecture that was superseded by the more advanced GM Epsilon platform in certain use cases.
|
E459646
|
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: GM N-body platform in some applications | Statement: [GM Epsilon platform, replaced, GM N-body platform in some applications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GM N-body platform in some applications Context triple: [GM Epsilon platform, replaced, GM N-body platform in some applications]
-
A.
Gauss’s planetary equations
Gauss’s planetary equations are a set of differential equations in celestial mechanics that describe how a planet’s orbital elements change over time under the influence of perturbing forces.
-
B.
Newtonian celestial mechanics
Newtonian celestial mechanics is the classical theory that uses Newton’s laws of motion and universal gravitation to predict and explain the motions of celestial bodies such as planets, moons, and comets.
-
C.
Principles of Stellar Dynamics
Principles of Stellar Dynamics is a foundational astrophysics monograph by Subrahmanyan Chandrasekhar that rigorously develops the theoretical framework for understanding the gravitational dynamics and evolution of stellar systems such as star clusters and galaxies.
-
D.
Division on Dynamical Astronomy
The Division on Dynamical Astronomy is a specialized branch of the American Astronomical Society focused on the study of the motions and gravitational interactions of astronomical objects.
-
E.
Lagrange’s planetary equations
Lagrange’s planetary equations are a set of differential equations in celestial mechanics that describe how the orbital elements of a body evolve over time under perturbing forces.
- 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: GM N-body platform in some applications Triple: [GM Epsilon platform, replaced, GM N-body platform in some applications]
Generated description
GM N-body platform in some applications is an earlier General Motors vehicle electronics and control architecture that was superseded by the more advanced GM Epsilon platform in certain use cases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GM N-body platform in some applications Target entity description: GM N-body platform in some applications is an earlier General Motors vehicle electronics and control architecture that was superseded by the more advanced GM Epsilon platform in certain use cases.
-
A.
Gauss’s planetary equations
Gauss’s planetary equations are a set of differential equations in celestial mechanics that describe how a planet’s orbital elements change over time under the influence of perturbing forces.
-
B.
Newtonian celestial mechanics
Newtonian celestial mechanics is the classical theory that uses Newton’s laws of motion and universal gravitation to predict and explain the motions of celestial bodies such as planets, moons, and comets.
-
C.
Principles of Stellar Dynamics
Principles of Stellar Dynamics is a foundational astrophysics monograph by Subrahmanyan Chandrasekhar that rigorously develops the theoretical framework for understanding the gravitational dynamics and evolution of stellar systems such as star clusters and galaxies.
-
D.
Division on Dynamical Astronomy
The Division on Dynamical Astronomy is a specialized branch of the American Astronomical Society focused on the study of the motions and gravitational interactions of astronomical objects.
-
E.
Lagrange’s planetary equations
Lagrange’s planetary equations are a set of differential equations in celestial mechanics that describe how the orbital elements of a body evolve over time under perturbing forces.
- 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_69bd43cbc014819098b45f435908f88a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd59707f8c8190b8368f1de887ff2a |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa54bb0c819081265a6d159ad790 |
completed | March 21, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_69bdfb37b1448190a4001b9ed2b79012 |
completed | March 21, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc0e456c81908efa3858d981ccc0 |
completed | March 21, 2026, 2:01 a.m. |
Created at: March 20, 2026, 1:11 p.m.