Triple
T6273614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John J. Pershing |
E140598
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object | Pancho Villa Expedition |
E137708
|
NE FINISHED |
How this triple was built (2 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: Pancho Villa Expedition | Statement: [John J. Pershing, conflict, Pancho Villa Expedition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pancho Villa Expedition Context triple: [John J. Pershing, conflict, Pancho Villa Expedition]
-
A.
Mexican Expedition
chosen
The Mexican Expedition was a 1916–1917 U.S. Army punitive campaign into Mexico, led by General John J. Pershing, to pursue revolutionary leader Pancho Villa after his raids on American soil.
-
B.
Geronimo Campaign
The Geronimo Campaign was a late 19th-century U.S. military operation aimed at capturing the Apache leader Geronimo, marking one of the final major conflicts of the Apache Wars.
-
C.
Taylor’s Northern Mexico campaign
Taylor’s Northern Mexico campaign was the opening U.S. offensive in the Mexican–American War, in which General Zachary Taylor advanced from the Texas border into northern Mexico, winning key battles that secured American control of the region.
-
D.
Pancho Villa's raid on Columbus, New Mexico
Pancho Villa's raid on Columbus, New Mexico was a 1916 cross-border attack by Mexican revolutionary forces on a U.S. border town that provoked a major American military response.
-
E.
Granma expedition
The Granma expedition was the 1956 seaborne journey in which Fidel Castro and his followers sailed from Mexico to Cuba to launch the guerrilla war that ignited the Cuban Revolution.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008cc158881908df6ec94a911c736 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063be5a148190a8752426d2d220f8 |
completed | March 22, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c2446ad060819094acd817ba5eadc9 |
completed | March 24, 2026, 7:59 a.m. |
Created at: March 22, 2026, 4:25 p.m.