Triple
T3430484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Broyles Jr. |
E72323
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object |
Brothers in Arms: A Journey from War to Peace
Brothers in Arms: A Journey from War to Peace is a memoir that reflects on the Vietnam War and its aftermath, exploring themes of combat, memory, and reconciliation.
|
E356971
|
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: Brothers in Arms: A Journey from War to Peace | Statement: [William Broyles Jr., wrote, Brothers in Arms: A Journey from War to Peace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brothers in Arms: A Journey from War to Peace Context triple: [William Broyles Jr., wrote, Brothers in Arms: A Journey from War to Peace]
-
A.
War As I Knew It
"War As I Knew It" is a posthumously published memoir by U.S. General George S. Patton Jr. that recounts his World War II campaigns and military philosophy.
-
B.
Witness to War
Witness to War is a documentary-style film by Australian artist and filmmaker George Gittoes that explores the human impact and brutal realities of armed conflict.
-
C.
Casualties of War
Casualties of War is a 1989 war drama film directed by Brian De Palma that portrays a harrowing true story of moral conflict and atrocity during the Vietnam War.
-
D.
Forgotten Army
The Forgotten Army was the British Empire’s Fourteenth Army that fought largely overlooked but crucial campaigns against Japanese forces in Burma during World War II.
-
E.
War Cross
War Cross is a military decoration awarded by several countries, notably France, to recognize acts of bravery in combat.
- 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: Brothers in Arms: A Journey from War to Peace Triple: [William Broyles Jr., wrote, Brothers in Arms: A Journey from War to Peace]
Generated description
Brothers in Arms: A Journey from War to Peace is a memoir that reflects on the Vietnam War and its aftermath, exploring themes of combat, memory, and reconciliation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brothers in Arms: A Journey from War to Peace Target entity description: Brothers in Arms: A Journey from War to Peace is a memoir that reflects on the Vietnam War and its aftermath, exploring themes of combat, memory, and reconciliation.
-
A.
War As I Knew It
"War As I Knew It" is a posthumously published memoir by U.S. General George S. Patton Jr. that recounts his World War II campaigns and military philosophy.
-
B.
Witness to War
Witness to War is a documentary-style film by Australian artist and filmmaker George Gittoes that explores the human impact and brutal realities of armed conflict.
-
C.
Casualties of War
Casualties of War is a 1989 war drama film directed by Brian De Palma that portrays a harrowing true story of moral conflict and atrocity during the Vietnam War.
-
D.
Forgotten Army
The Forgotten Army was the British Empire’s Fourteenth Army that fought largely overlooked but crucial campaigns against Japanese forces in Burma during World War II.
-
E.
War Cross
War Cross is a military decoration awarded by several countries, notably France, to recognize acts of bravery in combat.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9bd61908190a7bdd01f24334fc3 |
completed | March 8, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3547b1b3481909646bf36e8461ff4 |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b35547a9a881909d754625806cff2a |
completed | March 13, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b355efa89c8190bf9b2eb3c41257b3 |
completed | March 13, 2026, 12:10 a.m. |
Created at: March 8, 2026, 3:15 p.m.