Triple
T5960497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Xuan Loc |
E132623
|
entity |
| Predicate | ARVNUnitInvolved |
P1063
|
FINISHED |
| Object |
18th Division
The 18th Division was a unit of the Army of the Republic of Vietnam (ARVN) noted for its determined resistance against North Vietnamese forces during the final stages of the Vietnam War.
|
E558133
|
NE FINISHED |
How this triple was built (5 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: 18th Division | Statement: [Battle of Xuan Loc, ARVNUnitInvolved, 18th Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 18th Division Context triple: [Battle of Xuan Loc, ARVNUnitInvolved, 18th Division]
-
A.
15th Division
The 15th Division was a British Army infantry division that served prominently on the Western Front during World War I.
-
B.
115th Division
The 115th Division was a key Chinese Communist military unit of the Eighth Route Army that gained prominence for its guerrilla warfare and major engagements against Japanese forces during the Second Sino-Japanese War.
-
C.
29th Division
The 29th Division was a British Army infantry division of the First World War, noted for its heavy involvement in major campaigns such as Gallipoli and the Western Front.
-
D.
XIX Division
The XIX Division was a notable infantry formation of the Ottoman Army that saw significant action during World War I, particularly in the Gallipoli campaign.
-
E.
77th Division
The 77th Division was a U.S. Army infantry division formed during World War I, known as the "Statue of Liberty Division" and composed largely of draftees from the New York City area.
- 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: 18th Division Triple: [Battle of Xuan Loc, ARVNUnitInvolved, 18th Division]
Generated description
The 18th Division was a unit of the Army of the Republic of Vietnam (ARVN) noted for its determined resistance against North Vietnamese forces during the final stages of the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 18th Division Target entity description: The 18th Division was a unit of the Army of the Republic of Vietnam (ARVN) noted for its determined resistance against North Vietnamese forces during the final stages of the Vietnam War.
-
A.
15th Division
The 15th Division was a British Army infantry division that served prominently on the Western Front during World War I.
-
B.
115th Division
The 115th Division was a key Chinese Communist military unit of the Eighth Route Army that gained prominence for its guerrilla warfare and major engagements against Japanese forces during the Second Sino-Japanese War.
-
C.
29th Division
The 29th Division was a British Army infantry division of the First World War, noted for its heavy involvement in major campaigns such as Gallipoli and the Western Front.
-
D.
XIX Division
The XIX Division was a notable infantry formation of the Ottoman Army that saw significant action during World War I, particularly in the Gallipoli campaign.
-
E.
77th Division
The 77th Division was a U.S. Army infantry division formed during World War I, known as the "Statue of Liberty Division" and composed largely of draftees from the New York City area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ARVNUnitInvolved Context triple: [Battle of Xuan Loc, ARVNUnitInvolved, 18th Division]
-
A.
armedConflictTheatre
Indicates a geographic area or location where an armed conflict takes place or is actively occurring.
-
B.
involvedUnit
chosen
Indicates that a particular unit (such as a group, organization, or division) participates in, is associated with, or plays a role in the referenced event or activity.
-
C.
estimatedNorthVietnameseCasualties
Indicates the reported or calculated number of casualties attributed to North Vietnamese forces in a given context or event.
-
D.
specialForcesInvolved
Indicates that special forces units participate in or are involved in the referenced action, event, or operation.
-
E.
numberOfTroopsInvolved
Indicates the quantity of military personnel participating in or assigned to a specific operation, event, or engagement.
- F. None of above.
Provenance (6 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_69c0086c2364819091e9fe2f58fa2517 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03fb7f8a88190a8bd45208bda4a03 |
completed | March 22, 2026, 7:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3e8f234819099336503a797e55b |
completed | March 23, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69c0ebb1dcb88190a101d3c88c647b41 |
completed | March 23, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0ec4d1da081909cc6320078db4e53 |
completed | March 23, 2026, 7:31 a.m. |
| PD | Predicate disambiguation | batch_69c0335a635881909c58c1ef0f97f1e8 |
completed | March 22, 2026, 6:22 p.m. |
Created at: March 22, 2026, 4:02 p.m.