Triple
T543081
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 7th Marine Regiment |
E12673
|
entity |
| Predicate | garrison |
P75
|
FINISHED |
| Object | Twentynine Palms, California |
E16996
|
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: Twentynine Palms, California | Statement: [7th Marine Regiment, garrison, Twentynine Palms, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twentynine Palms, California Context triple: [7th Marine Regiment, garrison, Twentynine Palms, California]
-
A.
Twentynine Palms, California
chosen
Twentynine Palms, California is a small desert city in Southern California known as a gateway to Joshua Tree National Park and for its proximity to the Marine Corps Air Ground Combat Center.
-
B.
Mojave, California
Mojave, California is a small desert community in Kern County known as a hub for aerospace testing and commercial spaceflight activities.
-
C.
Barstow
Barstow is a small city in Southern California known as a major transportation hub and gateway between Los Angeles, Las Vegas, and the Mojave Desert.
-
D.
Victorville, California
Victorville, California is a high-desert city in San Bernardino County known as a growing residential and logistics hub within Southern California’s Inland Empire region.
-
E.
Coachella Valley
Coachella Valley is a desert region in Southern California known for its resort cities, agriculture, and major music and arts festivals.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4986250508190ac91cfdf7d57073d |
completed | March 1, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7cf473e48819095390a5904429a9c |
completed | March 4, 2026, 6:20 a.m. |
Created at: March 1, 2026, 7:32 p.m.