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.