Triple

T13425298
Position Surface form Disambiguated ID Type / Status
Subject Twilio E313463 entity
Predicate tickerSymbol P1447 FINISHED
Object TWLO
TWLO is the stock ticker symbol for Twilio Inc., a cloud communications platform company that enables developers to build and integrate messaging, voice, and other communication services into applications.
 E1038753 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: TWLO | Statement: [Twilio, tickerSymbol, TWLO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TWLO
Context triple: [Twilio, tickerSymbol, TWLO]
  • A. TLW
    TLW is the Polish vehicle registration code assigned to cars registered in the town of Włoszczowa.
  • B. TWC
    TWC was the stock ticker symbol for Time Warner Cable, a major American cable television and broadband internet provider that was acquired by Charter Communications.
  • C. TWB
    TWB is the ICAO airline designator assigned to the South Korean low-cost carrier Tʼway Air.
  • D. TWB
    TWB is the IATA airport code for Toowoomba City Aerodrome, a regional airport serving the city of Toowoomba in Queensland, Australia.
  • E. TWB
    TWB is the National Rail station code for Tweedbank railway station in the Scottish Borders, Scotland.
  • 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: TWLO
Triple: [Twilio, tickerSymbol, TWLO]
Generated description
TWLO is the stock ticker symbol for Twilio Inc., a cloud communications platform company that enables developers to build and integrate messaging, voice, and other communication services into applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TWLO
Target entity description: TWLO is the stock ticker symbol for Twilio Inc., a cloud communications platform company that enables developers to build and integrate messaging, voice, and other communication services into applications.
  • A. TLW
    TLW is the Polish vehicle registration code assigned to cars registered in the town of Włoszczowa.
  • B. TWC
    TWC was the stock ticker symbol for Time Warner Cable, a major American cable television and broadband internet provider that was acquired by Charter Communications.
  • C. TWB
    TWB is the ICAO airline designator assigned to the South Korean low-cost carrier Tʼway Air.
  • D. TWB
    TWB is the IATA airport code for Toowoomba City Aerodrome, a regional airport serving the city of Toowoomba in Queensland, Australia.
  • E. TWB
    TWB is the National Rail station code for Tweedbank railway station in the Scottish Borders, Scotland.
  • 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.