Triple
T9830396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heywood Broun |
E238766
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The A.E.F. (book)
"The A.E.F." is a World War I–era book by American journalist Heywood Broun, drawn from his experiences covering the American Expeditionary Forces.
|
E823969
|
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 A.E.F. (book) | Statement: [Heywood Broun, notableWork, The A.E.F. (book)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The A.E.F. (book) Context triple: [Heywood Broun, notableWork, The A.E.F. (book)]
-
A.
L'Armée nouvelle
L'Armée nouvelle is a seminal 1910 work by French socialist leader Jean Jaurès that outlines a democratic, citizen-based alternative to traditional militarism and conscript armies.
-
B.
Drôle de guerre
Drôle de guerre is the term for the early phase of World War II on the Western Front marked by little active fighting despite the formal state of war between the Allies and Germany.
-
C.
More Stories of the Great War
More Stories of the Great War is a collection of World War I-themed narratives, likely aimed at younger readers, that expands on earlier tales of the conflict with additional stories of soldiers, civilians, and wartime experiences.
-
D.
Der Weltkrieg
Der Weltkrieg is a historical work by German politician and economist Karl Helfferich analyzing the causes, conduct, and implications of World War I from a German perspective.
-
E.
The Fighting First
The Fighting First is the storied nickname of the U.S. Army’s 1st Infantry Division, renowned for its long combat history from World War I through modern conflicts.
- 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 A.E.F. (book) Triple: [Heywood Broun, notableWork, The A.E.F. (book)]
Generated description
"The A.E.F." is a World War I–era book by American journalist Heywood Broun, drawn from his experiences covering the American Expeditionary Forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The A.E.F. (book) Target entity description: "The A.E.F." is a World War I–era book by American journalist Heywood Broun, drawn from his experiences covering the American Expeditionary Forces.
-
A.
L'Armée nouvelle
L'Armée nouvelle is a seminal 1910 work by French socialist leader Jean Jaurès that outlines a democratic, citizen-based alternative to traditional militarism and conscript armies.
-
B.
Drôle de guerre
Drôle de guerre is the term for the early phase of World War II on the Western Front marked by little active fighting despite the formal state of war between the Allies and Germany.
-
C.
More Stories of the Great War
More Stories of the Great War is a collection of World War I-themed narratives, likely aimed at younger readers, that expands on earlier tales of the conflict with additional stories of soldiers, civilians, and wartime experiences.
-
D.
Der Weltkrieg
Der Weltkrieg is a historical work by German politician and economist Karl Helfferich analyzing the causes, conduct, and implications of World War I from a German perspective.
-
E.
The Fighting First
The Fighting First is the storied nickname of the U.S. Army’s 1st Infantry Division, renowned for its long combat history from World War I through modern conflicts.
- 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_69ca84e0dd1881909800765d1e21f735 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3297bd88190bf8c53a4ba00e0ae |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc8ca2808190a1da0641162f12d1 |
completed | April 5, 2026, 2:44 a.m. |
| NEDg | Description generation | batch_69d1cf8c89f481908dcc9c430d9e45a2 |
completed | April 5, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d01f546881909e65789ed2895825 |
completed | April 5, 2026, 2:59 a.m. |
Created at: March 30, 2026, 8:32 p.m.