Triple
T2197570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwestern Front |
E50410
|
entity |
| Predicate | branch |
P889
|
FINISHED |
| Object |
Ground forces
Ground forces are the land-based military units and formations responsible for conducting combat and operations on the ground, including infantry, armor, artillery, and related support elements.
|
E243572
|
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: Ground forces | Statement: [Southwestern Front, branch, Ground forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ground forces Context triple: [Southwestern Front, branch, Ground forces]
-
A.
Rifian forces
Rifian forces were the Berber-led tribal fighters from the Rif region of northern Morocco who resisted Spanish and later French colonial rule during the early 20th-century Rif War.
-
B.
Field Army
The Field Army is a major operational-level formation of the British Army responsible for commanding and coordinating its deployable combat forces.
-
C.
Army Corps
Army Corps is a major operational-level military formation typically composed of multiple divisions and supporting units, responsible for coordinating large-scale ground combat operations.
-
D.
NATO land forces
NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
-
E.
Infantry Branch
The Infantry Branch is the United States Army’s primary ground combat arm, responsible for engaging the enemy directly through close-quarters and maneuver warfare.
- 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: Ground forces Triple: [Southwestern Front, branch, Ground forces]
Generated description
Ground forces are the land-based military units and formations responsible for conducting combat and operations on the ground, including infantry, armor, artillery, and related support elements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ground forces Target entity description: Ground forces are the land-based military units and formations responsible for conducting combat and operations on the ground, including infantry, armor, artillery, and related support elements.
-
A.
Rifian forces
Rifian forces were the Berber-led tribal fighters from the Rif region of northern Morocco who resisted Spanish and later French colonial rule during the early 20th-century Rif War.
-
B.
Field Army
The Field Army is a major operational-level formation of the British Army responsible for commanding and coordinating its deployable combat forces.
-
C.
Army Corps
Army Corps is a major operational-level military formation typically composed of multiple divisions and supporting units, responsible for coordinating large-scale ground combat operations.
-
D.
NATO land forces
NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
-
E.
Infantry Branch
The Infantry Branch is the United States Army’s primary ground combat arm, responsible for engaging the enemy directly through close-quarters and maneuver warfare.
- 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_69a88b044ab48190add007487680f009 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbf79f3e08190b56e9d7c0ff27237 |
completed | March 7, 2026, 6:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5db7af9881908348ce1ad35f247a |
completed | March 9, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69ae61901ae481908b03844aa300cc33 |
completed | March 9, 2026, 5:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae620812848190814c4c614e8834d1 |
completed | March 9, 2026, 6 a.m. |
Created at: March 4, 2026, 7:46 p.m.