Triple
T13425330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twilio |
E313463
|
entity |
| Predicate | acquired |
P2511
|
FINISHED |
| Object |
Zipwhip
Zipwhip was a business texting platform that enabled companies to send and receive SMS messages using their existing landline, VoIP, or toll-free phone numbers.
|
E1038758
|
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: Zipwhip | Statement: [Twilio, acquired, Zipwhip]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zipwhip Context triple: [Twilio, acquired, Zipwhip]
-
A.
BlackBerry Messenger
BlackBerry Messenger was a proprietary instant messaging service for BlackBerry devices that became widely popular for its secure, real-time chat and push notifications before the rise of modern smartphone messaging apps.
-
B.
Telefon
"Telefon" is a 1977 Cold War espionage thriller film starring Charles Bronson, directed by Don Siegel, about a Soviet plot involving sleeper agents in the United States.
-
C.
Viber
Viber is a cross-platform messaging and Voice over IP (VoIP) application that allows users to send messages, make voice and video calls, and share media over the internet.
-
D.
Intercom
Intercom is a customer messaging and support platform that helps businesses communicate with users through in-app messages, email, chat, and more.
-
E.
SIM
SIM is the commonly used abbreviation for the Science and Industry Museum in Manchester, a major UK museum dedicated to the history and impact of science, technology, and industry.
- 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: Zipwhip Triple: [Twilio, acquired, Zipwhip]
Generated description
Zipwhip was a business texting platform that enabled companies to send and receive SMS messages using their existing landline, VoIP, or toll-free phone numbers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zipwhip Target entity description: Zipwhip was a business texting platform that enabled companies to send and receive SMS messages using their existing landline, VoIP, or toll-free phone numbers.
-
A.
BlackBerry Messenger
BlackBerry Messenger was a proprietary instant messaging service for BlackBerry devices that became widely popular for its secure, real-time chat and push notifications before the rise of modern smartphone messaging apps.
-
B.
Telefon
"Telefon" is a 1977 Cold War espionage thriller film starring Charles Bronson, directed by Don Siegel, about a Soviet plot involving sleeper agents in the United States.
-
C.
Viber
Viber is a cross-platform messaging and Voice over IP (VoIP) application that allows users to send messages, make voice and video calls, and share media over the internet.
-
D.
Intercom
Intercom is a customer messaging and support platform that helps businesses communicate with users through in-app messages, email, chat, and more.
-
E.
SIM
SIM is the commonly used abbreviation for the Science and Industry Museum in Manchester, a major UK museum dedicated to the history and impact of science, technology, and industry.
- 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_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.