Triple
T8158374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhuang people |
E190509
|
entity |
| Predicate | writingSystem |
P454
|
FINISHED |
| Object |
Latin-based Zhuang alphabet
The Latin-based Zhuang alphabet is a modern romanized script used to write the Zhuang language spoken by the Zhuang people of southern China.
|
E715217
|
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: Latin-based Zhuang alphabet | Statement: [Zhuang people, writingSystem, Latin-based Zhuang alphabet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Latin-based Zhuang alphabet Context triple: [Zhuang people, writingSystem, Latin-based Zhuang alphabet]
-
A.
Latin alphabet (for Seediq language)
The Latin alphabet for the Seediq language is an adapted Roman-based writing system used to represent the phonology and orthography of the indigenous Seediq language of Taiwan.
-
B.
Latin alphabet for Nupe language
The Latin alphabet for the Nupe language is an adapted version of the standard Latin script used to represent the sounds and grammar of the Nupe language in written form.
-
C.
Tagbanwa script
Tagbanwa script is an indigenous Brahmic-derived writing system historically used by the Tagbanwa people of Palawan in the Philippines to write their native languages.
-
D.
Hmong Lao script
Hmong Lao script is an orthographic system used to write the Hmong language, particularly in Laos, employing characters adapted to represent Hmong phonology.
-
E.
Vietnamese alphabet
The Vietnamese alphabet is a modern Latin-based writing system that uses additional diacritics to represent the tones and specific sounds of the Vietnamese language.
- 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: Latin-based Zhuang alphabet Triple: [Zhuang people, writingSystem, Latin-based Zhuang alphabet]
Generated description
The Latin-based Zhuang alphabet is a modern romanized script used to write the Zhuang language spoken by the Zhuang people of southern China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Latin-based Zhuang alphabet Target entity description: The Latin-based Zhuang alphabet is a modern romanized script used to write the Zhuang language spoken by the Zhuang people of southern China.
-
A.
Latin alphabet (for Seediq language)
The Latin alphabet for the Seediq language is an adapted Roman-based writing system used to represent the phonology and orthography of the indigenous Seediq language of Taiwan.
-
B.
Latin alphabet for Nupe language
The Latin alphabet for the Nupe language is an adapted version of the standard Latin script used to represent the sounds and grammar of the Nupe language in written form.
-
C.
Tagbanwa script
Tagbanwa script is an indigenous Brahmic-derived writing system historically used by the Tagbanwa people of Palawan in the Philippines to write their native languages.
-
D.
Hmong Lao script
Hmong Lao script is an orthographic system used to write the Hmong language, particularly in Laos, employing characters adapted to represent Hmong phonology.
-
E.
Vietnamese alphabet
The Vietnamese alphabet is a modern Latin-based writing system that uses additional diacritics to represent the tones and specific sounds of the Vietnamese language.
- 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_69ca82bfeb6481909d07b91b5cf69f59 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb455213f08190a4327a2116c7381f |
completed | March 31, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf21ab2c8190af23b4a3a4bdb543 |
completed | April 1, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69ccc24c5684819093a4f58616122675 |
completed | April 1, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccc38e85bc8190b0f4b2435a385f47 |
completed | April 1, 2026, 7:04 a.m. |
Created at: March 30, 2026, 5:38 p.m.