Triple
T2093197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Little |
E32718
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
British air services in World War I
British air services in World War I were the aviation branches of the British armed forces, notably the Royal Flying Corps and Royal Naval Air Service (later merged into the Royal Air Force), which conducted reconnaissance, air combat, and bombing operations during the conflict.
|
E232940
|
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: British air services in World War I | Statement: [Robert Little, partOf, British air services in World War I]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: British air services in World War I Context triple: [Robert Little, partOf, British air services in World War I]
-
A.
The Command of the Air
The Command of the Air is a foundational 1921 military treatise by Italian general Giulio Douhet that argues air power and strategic bombing would dominate future warfare.
-
B.
British home front during World War I
The British home front during World War I encompassed the civilian population’s mobilization for total war, including industrial production, rationing, propaganda, and coastal defense efforts that supported the military campaign.
-
C.
British High Command on the Western Front
The British High Command on the Western Front was the senior military leadership responsible for directing British and allied operations against Germany in the main European theatre of World War I.
-
D.
Royal Air Force strategic bombing doctrine
Royal Air Force strategic bombing doctrine was the interwar and World War II-era British air power strategy that emphasized using long-range bombers to attack an enemy’s industrial, economic, and civilian centers to break their capacity and will to wage war.
-
E.
Die Fliegertruppen des deutschen Kaiserreiches
Die Fliegertruppen des deutschen Kaiserreiches were the air arm of the Imperial German Army during World War I, responsible for reconnaissance, air combat, and bombing operations.
- 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: British air services in World War I Triple: [Robert Little, partOf, British air services in World War I]
Generated description
British air services in World War I were the aviation branches of the British armed forces, notably the Royal Flying Corps and Royal Naval Air Service (later merged into the Royal Air Force), which conducted reconnaissance, air combat, and bombing operations during the conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: British air services in World War I Target entity description: British air services in World War I were the aviation branches of the British armed forces, notably the Royal Flying Corps and Royal Naval Air Service (later merged into the Royal Air Force), which conducted reconnaissance, air combat, and bombing operations during the conflict.
-
A.
The Command of the Air
The Command of the Air is a foundational 1921 military treatise by Italian general Giulio Douhet that argues air power and strategic bombing would dominate future warfare.
-
B.
British home front during World War I
The British home front during World War I encompassed the civilian population’s mobilization for total war, including industrial production, rationing, propaganda, and coastal defense efforts that supported the military campaign.
-
C.
British High Command on the Western Front
The British High Command on the Western Front was the senior military leadership responsible for directing British and allied operations against Germany in the main European theatre of World War I.
-
D.
Royal Air Force strategic bombing doctrine
Royal Air Force strategic bombing doctrine was the interwar and World War II-era British air power strategy that emphasized using long-range bombers to attack an enemy’s industrial, economic, and civilian centers to break their capacity and will to wage war.
-
E.
Die Fliegertruppen des deutschen Kaiserreiches
Die Fliegertruppen des deutschen Kaiserreiches were the air arm of the Imperial German Army during World War I, responsible for reconnaissance, air combat, and bombing operations.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba774ca881909f83cf65ffeb24bb |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2748f09c81908d471b02a185ec1e |
completed | March 9, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ae27e4a6f88190a6af44f2cc822f31 |
completed | March 9, 2026, 1:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2876710c81909451744f48337998 |
completed | March 9, 2026, 1:55 a.m. |
Created at: March 4, 2026, 7:43 p.m.