Triple

T17799915
Position Surface form Disambiguated ID Type / Status
Subject Oudomxay Province E444393 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Lao Loum
Lao Loum are the majority lowland Lao ethnic group of Laos, traditionally engaged in wet-rice agriculture and central to the country’s language and culture.
 E1287712 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: Lao Loum | Statement: [Oudomxay Province, hasEthnicGroup, Lao Loum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lao Loum
Context triple: [Oudomxay Province, hasEthnicGroup, Lao Loum]
  • A. Samphan
    Samphan is the given name of Khieu Samphan, a senior Khmer Rouge leader and former head of state of Democratic Kampuchea.
  • B. Tai Lue
    Tai Lue are a Tai-speaking ethnic group of Southeast Asia, primarily inhabiting parts of China, Laos, Thailand, and Myanmar, known for their distinct language, script, and Buddhist cultural traditions.
  • C. Bouyi
    Bouyi is an alternate name for the Bouyei language, a Tai–Kadai language spoken primarily by the Bouyei ethnic group in southern China.
  • D. Semnai Theai
    Semnai Theai are revered chthonic deities in ancient Greek religion associated with justice, retribution, and the protection of civic and moral order.
  • E. Sison
    Sison is a municipality in the province of Pangasinan in the Philippines, known for its rural communities and agricultural landscape.
  • 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: Lao Loum
Triple: [Oudomxay Province, hasEthnicGroup, Lao Loum]
Generated description
Lao Loum are the majority lowland Lao ethnic group of Laos, traditionally engaged in wet-rice agriculture and central to the country’s language and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lao Loum
Target entity description: Lao Loum are the majority lowland Lao ethnic group of Laos, traditionally engaged in wet-rice agriculture and central to the country’s language and culture.
  • A. Samphan
    Samphan is the given name of Khieu Samphan, a senior Khmer Rouge leader and former head of state of Democratic Kampuchea.
  • B. Tai Lue
    Tai Lue are a Tai-speaking ethnic group of Southeast Asia, primarily inhabiting parts of China, Laos, Thailand, and Myanmar, known for their distinct language, script, and Buddhist cultural traditions.
  • C. Bouyi
    Bouyi is an alternate name for the Bouyei language, a Tai–Kadai language spoken primarily by the Bouyei ethnic group in southern China.
  • D. Semnai Theai
    Semnai Theai are revered chthonic deities in ancient Greek religion associated with justice, retribution, and the protection of civic and moral order.
  • E. Sison
    Sison is a municipality in the province of Pangasinan in the Philippines, known for its rural communities and agricultural landscape.
  • 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e487fe19dc8190b7e9dc96f39e0861 completed April 19, 2026, 7:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f84095f48190985b20bc8f049e5b completed May 12, 2026, 9:52 a.m.
NEDg Description generation batch_6a02f9078e088190b2e84f219f7457ed completed May 12, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_6a02f98c91a481909739f2a8a681286d completed May 12, 2026, 9:57 a.m.
Created at: April 10, 2026, 10:13 a.m.