Triple
T779722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James M. Gavin |
E16468
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Airborne Warfare
Airborne Warfare is a military history and strategy book by U.S. General James M. Gavin that analyzes the development, tactics, and strategic use of airborne forces in modern warfare.
|
E92015
|
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: Airborne Warfare | Statement: [James M. Gavin, notableWork, Airborne Warfare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Airborne Warfare Context triple: [James M. Gavin, notableWork, Airborne Warfare]
-
A.
Air and Marine Operations
Air and Marine Operations is a specialized law enforcement branch of U.S. Customs and Border Protection that uses aircraft and vessels to secure U.S. borders and interdict illegal activities.
-
B.
Aviation Unit
The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
-
C.
Long-Range Aviation
Long-Range Aviation was the Soviet Air Forces’ strategic bomber arm responsible for long-distance nuclear and conventional strike missions.
-
D.
Airborne School
Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
-
E.
Military Transport Aviation
Military Transport Aviation was the branch of the Soviet Air Forces responsible for strategic and tactical airlift of troops, equipment, and supplies, as well as airborne operations and logistical support.
- 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: Airborne Warfare Triple: [James M. Gavin, notableWork, Airborne Warfare]
Generated description
Airborne Warfare is a military history and strategy book by U.S. General James M. Gavin that analyzes the development, tactics, and strategic use of airborne forces in modern warfare.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Airborne Warfare Target entity description: Airborne Warfare is a military history and strategy book by U.S. General James M. Gavin that analyzes the development, tactics, and strategic use of airborne forces in modern warfare.
-
A.
Air and Marine Operations
Air and Marine Operations is a specialized law enforcement branch of U.S. Customs and Border Protection that uses aircraft and vessels to secure U.S. borders and interdict illegal activities.
-
B.
Aviation Unit
The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
-
C.
Long-Range Aviation
Long-Range Aviation was the Soviet Air Forces’ strategic bomber arm responsible for long-distance nuclear and conventional strike missions.
-
D.
Airborne School
Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
-
E.
Military Transport Aviation
Military Transport Aviation was the branch of the Soviet Air Forces responsible for strategic and tactical airlift of troops, equipment, and supplies, as well as airborne operations and logistical support.
- 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_69a4936ad1fc81908f190208059ccf78 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a750c6708190a3f2c3abf16b4ea4 |
completed | March 1, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a66d9dd9b48190ba7fae75db01c114 |
completed | March 3, 2026, 5:11 a.m. |
| NEDg | Description generation | batch_69a66f03f1e88190a2a7cdbe57f57bc2 |
completed | March 3, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a66fa5123c819085ee7cef0c7013c9 |
completed | March 3, 2026, 5:20 a.m. |
Created at: March 1, 2026, 7:37 p.m.