Triple
T7944197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thaksin Shinawatra |
E184459
|
entity |
| Predicate | founderOf |
P104
|
FINISHED |
| Object |
Advanced Info Service
Advanced Info Service is Thailand’s largest mobile telecommunications operator, providing nationwide cellular and data services.
|
E699588
|
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: Advanced Info Service | Statement: [Thaksin Shinawatra, founderOf, Advanced Info Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Advanced Info Service Context triple: [Thaksin Shinawatra, founderOf, Advanced Info Service]
-
A.
Vehicle Networking and Information
Vehicle Networking and Information is a Continental AG business division focused on developing electronic and software solutions for in-vehicle connectivity, data management, and intelligent mobility systems.
-
B.
MIH Information Service
MIH Information Service is a component of the IEEE 802.21 framework that supplies network-related information to facilitate seamless handovers across heterogeneous wireless and wired networks.
-
C.
Intelligence, Information and Services
Intelligence, Information and Services was a Raytheon business segment focused on providing intelligence, surveillance, reconnaissance, cybersecurity, and information technology solutions primarily to government and defense customers.
-
D.
Q service
The Q service is a New York City Subway line that runs through Brooklyn and Manhattan, providing local and express transit along the BMT Brighton and Broadway lines.
-
E.
InformRequest-PDU
InformRequest-PDU is an SNMP protocol data unit used by an SNMP entity to send trap-like notifications that require acknowledgment from another SNMP manager.
- 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: Advanced Info Service Triple: [Thaksin Shinawatra, founderOf, Advanced Info Service]
Generated description
Advanced Info Service is Thailand’s largest mobile telecommunications operator, providing nationwide cellular and data services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Advanced Info Service Target entity description: Advanced Info Service is Thailand’s largest mobile telecommunications operator, providing nationwide cellular and data services.
-
A.
Vehicle Networking and Information
Vehicle Networking and Information is a Continental AG business division focused on developing electronic and software solutions for in-vehicle connectivity, data management, and intelligent mobility systems.
-
B.
MIH Information Service
MIH Information Service is a component of the IEEE 802.21 framework that supplies network-related information to facilitate seamless handovers across heterogeneous wireless and wired networks.
-
C.
Intelligence, Information and Services
Intelligence, Information and Services was a Raytheon business segment focused on providing intelligence, surveillance, reconnaissance, cybersecurity, and information technology solutions primarily to government and defense customers.
-
D.
Q service
The Q service is a New York City Subway line that runs through Brooklyn and Manhattan, providing local and express transit along the BMT Brighton and Broadway lines.
-
E.
InformRequest-PDU
InformRequest-PDU is an SNMP protocol data unit used by an SNMP entity to send trap-like notifications that require acknowledgment from another SNMP manager.
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0e84448190a7e8e0749776a592 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c175bd88190bdc0303bc0df90d8 |
completed | March 31, 2026, 5:31 a.m. |
| NEDg | Description generation | batch_69cb7635a0e48190ae8c3f6993df3ad2 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb663d3a48190bc62f7a04bc6a1bb |
completed | March 31, 2026, 11:56 a.m. |
Created at: March 30, 2026, 5:09 p.m.