Triple
T21449043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walt Kowalski |
E529157
|
entity |
| Predicate | neighborEthnicity |
P59955
|
FINISHED |
| Object | Hmong |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hmong | Statement: [Walt Kowalski, neighborEthnicity, Hmong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hmong Context triple: [Walt Kowalski, neighborEthnicity, Hmong]
-
A.
Hmong
chosen
Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
-
B.
Hmong-Mien
Hmong-Mien is a small language family of East and Southeast Asia, comprising the Hmong and Mien (Yao) languages spoken mainly in southern China and among diaspora communities in countries such as Laos, Vietnam, Thailand, and the United States.
-
C.
Khmu people
The Khmu people are an indigenous ethnic group of mainland Southeast Asia, primarily inhabiting the mountainous regions of northern Laos and neighboring countries, known for their distinct Mon-Khmer language and traditional swidden agriculture.
-
D.
Muong
The Muong are an indigenous ethnic group of Vietnam, culturally and linguistically related to the Kinh (Vietnamese) majority but maintaining distinct traditional customs and social structures.
-
E.
Bahnar
The Bahnar are an indigenous ethnic group of Vietnam known for their distinct Austroasiatic language, communal stilt houses, and rich gong-based musical traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: neighborEthnicity Context triple: [Walt Kowalski, neighborEthnicity, Hmong]
-
A.
nearEthnicGroup
Indicates that one entity is located geographically close to an ethnic group.
-
B.
sharesEthnicity
chosen
Indicates that two entities belong to the same ethnic group or share the same ethnic background.
-
C.
holderEthnicity
Indicates the ethnic background or group to which the holder of something (e.g., a document, account, or item) belongs.
-
D.
neighboringPeoples
Indicates that two peoples or ethnic groups live in adjacent or nearby territories, sharing a common border or close geographic proximity.
-
E.
sharesBorderWithEthnicGroup
Indicates that a geographic or political entity has a land or maritime boundary directly adjacent to the territory predominantly inhabited by a specified ethnic group.
- F. None of above.
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_69e0c457579481909db68053ed99750c |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9d11ca48190aafe25c97dfa5578 |
completed | April 23, 2026, 9:43 a.m. |
| PD | Predicate disambiguation | batch_69e631df1b38819088d3604854e697b4 |
completed | April 20, 2026, 2:02 p.m. |
Created at: April 16, 2026, 6:06 p.m.