Triple
T3417306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Champa |
E72039
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
Cham people
The Cham people are an Austronesian ethnic group of Southeast Asia, historically associated with the maritime kingdom of Champa in what is now central and southern Vietnam.
|
E356728
|
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: Cham people | Statement: [Champa, hasEthnicGroup, Cham people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cham people Context triple: [Champa, hasEthnicGroup, Cham people]
-
A.
Chol people
The Chol people are a Mayan indigenous group of southern Mexico known for their distinct Mayan language, traditional agriculture, and rich cultural and religious practices.
-
B.
Cuman people
The Cuman people were a medieval Turkic nomadic group of the Eurasian steppe, known for their powerful confederation, cavalry warfare, and significant influence on the politics of Eastern Europe and the Byzantine world.
-
C.
Colla people
The Colla people are an indigenous Aymara-speaking group of the Andean Altiplano, historically influential in the Lake Titicaca region and central to the pre-Inca Colla Kingdom.
-
D.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
-
E.
Mararit people
The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
- 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: Cham people Triple: [Champa, hasEthnicGroup, Cham people]
Generated description
The Cham people are an Austronesian ethnic group of Southeast Asia, historically associated with the maritime kingdom of Champa in what is now central and southern Vietnam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cham people Target entity description: The Cham people are an Austronesian ethnic group of Southeast Asia, historically associated with the maritime kingdom of Champa in what is now central and southern Vietnam.
-
A.
Chol people
The Chol people are a Mayan indigenous group of southern Mexico known for their distinct Mayan language, traditional agriculture, and rich cultural and religious practices.
-
B.
Cuman people
The Cuman people were a medieval Turkic nomadic group of the Eurasian steppe, known for their powerful confederation, cavalry warfare, and significant influence on the politics of Eastern Europe and the Byzantine world.
-
C.
Colla people
The Colla people are an indigenous Aymara-speaking group of the Andean Altiplano, historically influential in the Lake Titicaca region and central to the pre-Inca Colla Kingdom.
-
D.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
-
E.
Mararit people
The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb92c20fc81909b5debced20ec083 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3546c88008190980a51195251af91 |
completed | March 13, 2026, 12:03 a.m. |
| NEDg | Description generation | batch_69b355a7dc308190ba8ab0db251592a2 |
completed | March 13, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3566da174819086160cd254e0a443 |
completed | March 13, 2026, 12:12 a.m. |
Created at: March 8, 2026, 3:15 p.m.