Triple

T2956217
Position Surface form Disambiguated ID Type / Status
Subject United States technology sector E79936 entity
Predicate majorCompany P597 FINISHED
Object 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.
 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 | Statement: [United States technology sector, majorCompany, Twilio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twilio
Context triple: [United States technology sector, majorCompany, Twilio]
  • A. 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.
  • B. Amazon Connect
    Amazon Connect is a cloud-based contact center service that enables businesses to set up and manage scalable customer support and call center operations using Amazon Web Services infrastructure.
  • C. Amazon Chime
    Amazon Chime is a cloud-based communication service for online meetings, video conferencing, calls, and chat, designed for business collaboration.
  • D. Get Your Number
    "Get Your Number" is a 2005 R&B/dance-pop song by Mariah Carey, featuring Jermaine Dupri, known for its catchy hook and sample of Imagination’s "Just an Illusion."
  • E. Teleperformance
    Teleperformance is a global leader in outsourced customer experience management and business process outsourcing services, headquartered in France.
  • 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
Triple: [United States technology sector, majorCompany, Twilio]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twilio
Target entity description: 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.
  • A. 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.
  • B. Amazon Connect
    Amazon Connect is a cloud-based contact center service that enables businesses to set up and manage scalable customer support and call center operations using Amazon Web Services infrastructure.
  • C. Amazon Chime
    Amazon Chime is a cloud-based communication service for online meetings, video conferencing, calls, and chat, designed for business collaboration.
  • D. Get Your Number
    "Get Your Number" is a 2005 R&B/dance-pop song by Mariah Carey, featuring Jermaine Dupri, known for its catchy hook and sample of Imagination’s "Just an Illusion."
  • E. Teleperformance
    Teleperformance is a global leader in outsourced customer experience management and business process outsourcing services, headquartered in France.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992998f08190ac9428310983172e completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc8a10848190b8eec482252eb76b completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd407bd08190b62788e8d1cdd205 completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b0fd91541c8190a481b55eb9b0ac35 completed March 11, 2026, 5:28 a.m.
Created at: March 8, 2026, 2:57 p.m.