Triple

T15857642
Position Surface form Disambiguated ID Type / Status
Subject Gemalto E384500 entity
Predicate tickerSymbol P1447 FINISHED
Object GTO
GTO is the stock ticker symbol for Gemalto, a multinational digital security company known for its smart cards, SIM cards, and secure software solutions.
E1179985 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: GTO | Statement: [Gemalto, tickerSymbol, GTO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GTO
Context triple: [Gemalto, tickerSymbol, GTO]
  • A. GTO
    GTO is the flashy, talkative driver of a yellow Pontiac GTO who serves as a central, enigmatic foil to the film’s quiet street racers in the 1971 road movie "Two-Lane Blacktop."
  • B. JGTO
    JGTO is the organizing body responsible for running and overseeing the professional men's golf tour in Japan.
  • C. GJT
    GJT is the IATA airport code for Grand Junction Regional Airport, a commercial airport serving Grand Junction and western Colorado.
  • D. GTC
    GTC is a Polish vehicle registration code assigned to a specific county within the Pomeranian Voivodeship.
  • E. Goc
    Goc is a German surname most notably associated with professional ice hockey players such as Marcel Goc.
  • 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: GTO
Triple: [Gemalto, tickerSymbol, GTO]
Generated description
GTO is the stock ticker symbol for Gemalto, a multinational digital security company known for its smart cards, SIM cards, and secure software solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GTO
Target entity description: GTO is the stock ticker symbol for Gemalto, a multinational digital security company known for its smart cards, SIM cards, and secure software solutions.
  • A. GTO
    GTO is the flashy, talkative driver of a yellow Pontiac GTO who serves as a central, enigmatic foil to the film’s quiet street racers in the 1971 road movie "Two-Lane Blacktop."
  • B. JGTO
    JGTO is the organizing body responsible for running and overseeing the professional men's golf tour in Japan.
  • C. GJT
    GJT is the IATA airport code for Grand Junction Regional Airport, a commercial airport serving Grand Junction and western Colorado.
  • D. GTC
    GTC is a Polish vehicle registration code assigned to a specific county within the Pomeranian Voivodeship.
  • E. Goc
    Goc is a German surname most notably associated with professional ice hockey players such as Marcel Goc.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555808688190882b610109d1e5f4 completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa14c1e508190a182db216cc4e326 completed May 9, 2026, 9:04 p.m.
NEDg Description generation batch_69ffa41b33cc819096553ee33b144d36 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa4a168108190b6edf41830aa4cd0 completed May 9, 2026, 9:18 p.m.
Created at: April 10, 2026, 4:50 a.m.