Triple
T13425300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twilio |
E313463
|
entity |
| Predicate | hasProduct |
P3585
|
FINISHED |
| Object |
Twilio Programmable Voice
Twilio Programmable Voice is a cloud-based API platform that enables developers to build, control, and scale voice calling features within applications over the internet.
|
E313463
|
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: Twilio Programmable Voice | Statement: [Twilio, hasProduct, Twilio Programmable Voice]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twilio Programmable Voice Context triple: [Twilio, hasProduct, Twilio Programmable Voice]
-
A.
Twilio
Twilio is a cloud communications platform company that enables developers and businesses to integrate voice, messaging, video, and authentication capabilities into their applications via APIs.
-
B.
VoIP
VoIP (Voice over Internet Protocol) is a technology that enables voice communications and multimedia sessions to be delivered over Internet Protocol (IP) networks instead of traditional telephone lines.
-
C.
Google Voice
Google Voice is a telephony service by Google that provides users with a phone number for calling, texting, voicemail, and call forwarding across multiple devices.
-
D.
RingCentral
RingCentral is a cloud-based communications and collaboration company best known for its business phone, video conferencing, and messaging solutions.
-
E.
Tellme Networks
Tellme Networks was a voice-recognition and interactive voice response (IVR) technology company best known for providing speech-enabled telephone services and platforms, later acquired by Microsoft.
- 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: Twilio Programmable Voice Triple: [Twilio, hasProduct, Twilio Programmable Voice]
Generated description
Twilio Programmable Voice is a cloud-based API platform that enables developers to build, control, and scale voice calling features within applications over the internet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twilio Programmable Voice Target entity description: Twilio Programmable Voice is a cloud-based API platform that enables developers to build, control, and scale voice calling features within applications over the internet.
-
A.
Twilio
chosen
Twilio is a cloud communications platform company that enables developers and businesses to integrate voice, messaging, video, and authentication capabilities into their applications via APIs.
-
B.
VoIP
VoIP (Voice over Internet Protocol) is a technology that enables voice communications and multimedia sessions to be delivered over Internet Protocol (IP) networks instead of traditional telephone lines.
-
C.
Google Voice
Google Voice is a telephony service by Google that provides users with a phone number for calling, texting, voicemail, and call forwarding across multiple devices.
-
D.
RingCentral
RingCentral is a cloud-based communications and collaboration company best known for its business phone, video conferencing, and messaging solutions.
-
E.
Tellme Networks
Tellme Networks was a voice-recognition and interactive voice response (IVR) technology company best known for providing speech-enabled telephone services and platforms, later acquired by Microsoft.
- F. None of above.
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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed066408190a416880affd8416e |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7308673488190a64f4b205899605b |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f7316101e48190b3ec59a4376a0562 |
completed | May 3, 2026, 11:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731f8e98c8190becfad8e3a371484 |
completed | May 3, 2026, 11:31 a.m. |
Created at: April 9, 2026, 9:40 p.m.