Triple

T4308211
Position Surface form Disambiguated ID Type / Status
Subject Esken Limited E94008 entity
Predicate formerlyTradedAs P23749 FINISHED
Object STOB
STOB was the London Stock Exchange ticker symbol under which Esken Limited (formerly Stobart Group) was previously listed and traded.
E429254 NE FINISHED

How this triple was built (5 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: STOB | Statement: [Esken Limited, formerlyTradedAs, STOB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: STOB
Context triple: [Esken Limited, formerlyTradedAs, STOB]
  • A. Stod
    Stod is a small town in the Plzeň Region of the Czech Republic that serves as a local administrative and service center for surrounding municipalities.
  • B. Stubaital
    Stubaital is a scenic alpine valley in the Austrian state of Tyrol, renowned for its glacier skiing, hiking opportunities, and traditional mountain villages.
  • C. ST
    ST is the common abbreviation for Sound Transit, the regional public transit agency serving the Seattle metropolitan area in Washington State.
  • D. ST
    ST is the common abbreviation for Stade Toulousain, a leading French rugby union club based in Toulouse.
  • E. ST
    ST is the commonly used abbreviation for SkyTeam, a major global airline alliance.
  • 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: STOB
Triple: [Esken Limited, formerlyTradedAs, STOB]
Generated description
STOB was the London Stock Exchange ticker symbol under which Esken Limited (formerly Stobart Group) was previously listed and traded.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: STOB
Target entity description: STOB was the London Stock Exchange ticker symbol under which Esken Limited (formerly Stobart Group) was previously listed and traded.
  • A. Stod
    Stod is a small town in the Plzeň Region of the Czech Republic that serves as a local administrative and service center for surrounding municipalities.
  • B. Stubaital
    Stubaital is a scenic alpine valley in the Austrian state of Tyrol, renowned for its glacier skiing, hiking opportunities, and traditional mountain villages.
  • C. ST
    ST is the common abbreviation for Sound Transit, the regional public transit agency serving the Seattle metropolitan area in Washington State.
  • D. ST
    ST is the common abbreviation for Stade Toulousain, a leading French rugby union club based in Toulouse.
  • E. ST
    ST is the commonly used abbreviation for SkyTeam, a major global airline alliance.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formerlyTradedAs
Context triple: [Esken Limited, formerlyTradedAs, STOB]
  • A. tradedTo
    Indicates that ownership or contractual rights to an entity (such as a player, asset, or item) were transferred from one party to another, typically as part of an exchange or deal.
  • B. formerName
    Indicates that an entity was previously known by a different name in the past.
  • C. formerBrand
    Indicates that an entity was previously used or recognized as a brand for another entity but is no longer its current brand.
  • D. operatedAsNameUntil
    Indicates that an entity functioned or was known under a particular name up to a specified point in time.
  • E. formerTickerSymbol chosen
    Indicates that one entity was previously used as the stock ticker symbol for another entity, but is no longer its current ticker symbol.
  • F. None of above.

Provenance (6 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_69b3451886588190a3dd1305ea7c58dc completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b350d2af088190ad7cb035d6e0f8c2 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c756809c8190af90c91ec7883e55 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c804f3f881908dd2d020d07c4859 completed March 14, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69b5c84e48b8819080571f995d8baf13 completed March 14, 2026, 8:42 p.m.
PD Predicate disambiguation batch_69b34f4a07b08190a06ada0d9cbb14fb completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:11 p.m.