Triple
T8503509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philip J. Klass |
E201279
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Aviation Week & Space Technology
Aviation Week & Space Technology is a leading aerospace and defense industry magazine known for its in-depth coverage of aviation, spaceflight, and related technologies.
|
E739175
|
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: Aviation Week & Space Technology | Statement: [Philip J. Klass, employer, Aviation Week & Space Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aviation Week & Space Technology Context triple: [Philip J. Klass, employer, Aviation Week & Space Technology]
-
A.
Aerospace America
Aerospace America is the flagship magazine of the American Institute of Aeronautics and Astronautics, covering news, analysis, and developments in aerospace science, engineering, and industry.
-
B.
The Aeronautical Journal
The Aeronautical Journal is a leading peer-reviewed publication covering research and developments in aeronautics and aerospace engineering.
-
C.
J. Aircraft
J. Aircraft is the standard abbreviation for the Journal of Aircraft, a peer-reviewed scholarly journal focusing on research in aeronautics and aerospace engineering.
-
D.
AIAA Aviation Forum
The AIAA Aviation Forum is a major annual conference that brings together aerospace professionals, researchers, and industry leaders to discuss advances and challenges in aviation science, technology, and policy.
-
E.
Journal of Aircraft
Journal of Aircraft is a peer-reviewed scientific journal that publishes research on the design, analysis, testing, and operation of aircraft and aerospace vehicles.
- 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: Aviation Week & Space Technology Triple: [Philip J. Klass, employer, Aviation Week & Space Technology]
Generated description
Aviation Week & Space Technology is a leading aerospace and defense industry magazine known for its in-depth coverage of aviation, spaceflight, and related technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aviation Week & Space Technology Target entity description: Aviation Week & Space Technology is a leading aerospace and defense industry magazine known for its in-depth coverage of aviation, spaceflight, and related technologies.
-
A.
Aerospace America
Aerospace America is the flagship magazine of the American Institute of Aeronautics and Astronautics, covering news, analysis, and developments in aerospace science, engineering, and industry.
-
B.
The Aeronautical Journal
The Aeronautical Journal is a leading peer-reviewed publication covering research and developments in aeronautics and aerospace engineering.
-
C.
J. Aircraft
J. Aircraft is the standard abbreviation for the Journal of Aircraft, a peer-reviewed scholarly journal focusing on research in aeronautics and aerospace engineering.
-
D.
AIAA Aviation Forum
The AIAA Aviation Forum is a major annual conference that brings together aerospace professionals, researchers, and industry leaders to discuss advances and challenges in aviation science, technology, and policy.
-
E.
Journal of Aircraft
Journal of Aircraft is a peer-reviewed scientific journal that publishes research on the design, analysis, testing, and operation of aircraft and aerospace vehicles.
- 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_69ca831fe47c8190b5c57b456d2aefa0 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe59d67d081908155a43b9b463fe3 |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e26a3108190a48b00c2927be971 |
completed | April 2, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ce4ff88ff48190a5641635187a9e4f |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce50fd3150819097562093bee78a6d |
completed | April 2, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:14 p.m.