Triple
T9073854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nguyễn Du Ward |
E217435
|
entity |
| Predicate | hasTelecommunicationsProvider |
P84231
|
FINISHED |
| Object |
VNPT
VNPT is a major Vietnamese state-owned telecommunications company providing internet, mobile, and related communication services nationwide.
|
E776623
|
NE FINISHED |
How this triple was built (5 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: VNPT | Statement: [Nguyễn Du Ward, hasTelecommunicationsProvider, VNPT]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: VNPT Context triple: [Nguyễn Du Ward, hasTelecommunicationsProvider, VNPT]
-
A.
Bitexco Group
Bitexco Group is a Vietnamese real estate and investment conglomerate best known for developing landmark projects such as the Bitexco Financial Tower in Ho Chi Minh City.
-
B.
VNU
VNU is a leading public research university system in Vietnam, headquartered in Hanoi and known for its comprehensive programs and high academic standards.
-
C.
Vietnam Post
Vietnam Post is Vietnam’s state-owned national postal service provider, responsible for mail delivery, logistics, and related financial and communication services across the country.
-
D.
Telkom
Telkom is a major South African telecommunications company that provides fixed-line, mobile, and data services across the country.
-
E.
VN
VN is the IATA airline designator assigned to Vietnam Airlines, the national flag carrier of Vietnam.
- 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: VNPT Triple: [Nguyễn Du Ward, hasTelecommunicationsProvider, VNPT]
Generated description
VNPT is a major Vietnamese state-owned telecommunications company providing internet, mobile, and related communication services nationwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: VNPT Target entity description: VNPT is a major Vietnamese state-owned telecommunications company providing internet, mobile, and related communication services nationwide.
-
A.
Bitexco Group
Bitexco Group is a Vietnamese real estate and investment conglomerate best known for developing landmark projects such as the Bitexco Financial Tower in Ho Chi Minh City.
-
B.
VNU
VNU is a leading public research university system in Vietnam, headquartered in Hanoi and known for its comprehensive programs and high academic standards.
-
C.
Vietnam Post
Vietnam Post is Vietnam’s state-owned national postal service provider, responsible for mail delivery, logistics, and related financial and communication services across the country.
-
D.
Telkom
Telkom is a major South African telecommunications company that provides fixed-line, mobile, and data services across the country.
-
E.
VN
VN is the IATA airline designator assigned to Vietnam Airlines, the national flag carrier of Vietnam.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTelecommunicationsProvider Context triple: [Nguyễn Du Ward, hasTelecommunicationsProvider, VNPT]
-
A.
telecommunicationsProvider
chosen
Indicates that one entity provides telecommunications services (such as phone, internet, or data connectivity) to another entity.
-
B.
hasTelecommunicationsRole
Indicates that an entity holds or performs a specific function, position, or responsibility within the field of telecommunications.
-
C.
hasTelephoneService
Indicates that a subject is provided with or connected to telephone service.
-
D.
hasTeleconnectionsWith
Indicates a relationship where changes or variations in one system, region, or variable are statistically linked to corresponding changes in another, often distant, system, region, or variable.
-
E.
hasCellService
Indicates that a location, device, or area is within range of a cellular network and can access mobile phone or data services.
- F. None of above.
Provenance (6 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_69ca83d6c14c8190bc056d927f00a2a2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc956111dc8190a25cefe68fd6a949 |
completed | April 1, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffdfe16c4819092c884bc3fe5daeb |
completed | April 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69d0013b50e081909595efe822bf5565 |
completed | April 3, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001f04db48190aaa1fb9efb36df2b |
completed | April 3, 2026, 6:07 p.m. |
| PD | Predicate disambiguation | batch_69cc65fa79bc81908b46f05c8bba920f |
completed | April 1, 2026, 12:25 a.m. |
Created at: March 30, 2026, 7:12 p.m.