Triple
T3001183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhang |
E81790
|
entity |
| Predicate | hasVariantTransliteration |
P5923
|
FINISHED |
| Object |
Teoh
Teoh is a romanized Chinese surname, commonly used as a variant spelling of "Zhang" in Southeast Asia.
|
E321783
|
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: Teoh | Statement: [Zhang, hasVariantTransliteration, Teoh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Teoh Context triple: [Zhang, hasVariantTransliteration, Teoh]
-
A.
Thieu
Thieu is the family name of Nguyen Van Thieu, the South Vietnamese general and president during the Vietnam War.
-
B.
Nam Ou
Nam Ou is a significant river in northern Laos known for its scenic valleys, hydropower dams, and role in regional transport and livelihoods.
-
C.
Htee Khee
Htee Khee is a border town in Myanmar that serves as a key crossing and trade gateway with neighboring Thailand.
-
D.
Daniel Jongtien
Daniel Jongtien is an architect known for his partnership role at the prominent Dutch architecture firm Benthem Crouwel Architekten.
-
E.
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.
- 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: Teoh Triple: [Zhang, hasVariantTransliteration, Teoh]
Generated description
Teoh is a romanized Chinese surname, commonly used as a variant spelling of "Zhang" in Southeast Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Teoh Target entity description: Teoh is a romanized Chinese surname, commonly used as a variant spelling of "Zhang" in Southeast Asia.
-
A.
Thieu
Thieu is the family name of Nguyen Van Thieu, the South Vietnamese general and president during the Vietnam War.
-
B.
Nam Ou
Nam Ou is a significant river in northern Laos known for its scenic valleys, hydropower dams, and role in regional transport and livelihoods.
-
C.
Htee Khee
Htee Khee is a border town in Myanmar that serves as a key crossing and trade gateway with neighboring Thailand.
-
D.
Daniel Jongtien
Daniel Jongtien is an architect known for his partnership role at the prominent Dutch architecture firm Benthem Crouwel Architekten.
-
E.
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.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a1022e48190afee77db94635ff2 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1dea057a48190a7911d8d6046dd3d |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1e6b8848481908871662d94f866c1 |
completed | March 11, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e6fee8148190b9f241aa52198432 |
completed | March 11, 2026, 10:04 p.m. |
Created at: March 8, 2026, 2:59 p.m.