Triple
T13218377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westminster, California |
E314681
|
entity |
| Predicate | demographicsNote |
P232
|
FINISHED |
| Object | Vietnamese is one of the most spoken languages in the city |
E27842
|
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: Vietnamese is one of the most spoken languages in the city | Statement: [Westminster, California, demographicsNote, Vietnamese is one of the most spoken languages in the city]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vietnamese is one of the most spoken languages in the city Context triple: [Westminster, California, demographicsNote, Vietnamese is one of the most spoken languages in the city]
-
A.
Vietnamese
chosen
Vietnamese refers to the people, language, and culture associated with Vietnam, a Southeast Asian country with a rich history and distinct cultural traditions.
-
B.
Middle Vietnamese
Middle Vietnamese is the historical stage of the Vietnamese language used roughly between the 16th and 18th centuries, documented in early romanized texts and crucial for understanding the development of modern Vietnamese phonology and vocabulary.
-
C.
Vietnamese community in Houston, Texas
The Vietnamese community in Houston, Texas is one of the largest and most vibrant Vietnamese American populations in the United States, known for its thriving businesses, cultural institutions, and influential role in the city’s social and economic life.
-
D.
Buon Ma Thuot, Vietnam
Buon Ma Thuot, Vietnam is a city in Vietnam’s Central Highlands known as a regional coffee capital and the birthplace of Pulitzer Prize–winning author Viet Thanh Nguyen.
-
E.
Central Modern Vietnamese
Central Modern Vietnamese is the contemporary form of the Vietnamese language spoken in central Vietnam, descended from Middle Vietnamese and characterized by its distinct regional phonology and vocabulary.
- 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98cf392e08190949ee4d194566395 |
completed | April 10, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ff2085f88190be8cfc309d21f9cb |
completed | May 3, 2026, 7:54 a.m. |
Created at: April 9, 2026, 9:18 p.m.