Triple
T19568899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ice Road Truckers |
E489657
|
entity |
| Predicate | featuredPerson |
P5272
|
FINISHED |
| Object |
Steph Custance
Steph Custance is a Canadian truck driver and television personality best known for her appearances as one of the few female drivers on the reality series "Ice Road Truckers."
|
E1383650
|
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: Steph Custance | Statement: [Ice Road Truckers, featuredPerson, Steph Custance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steph Custance Context triple: [Ice Road Truckers, featuredPerson, Steph Custance]
-
A.
Shannon Christie
Shannon Christie is a headstrong Irish woman from the 1892-set film "Far and Away," who defies societal expectations by emigrating to America in pursuit of independence and land.
-
B.
Shauna Robertson
Shauna Robertson is a Canadian film producer best known for her frequent collaborations with Judd Apatow on hit comedy films such as "Superbad," "Knocked Up," and "Forgetting Sarah Marshall."
-
C.
Stacey McClean
Stacey McClean is a British singer and television personality best known as a member of the pop group S Club 8 and later appearances on shows like The X Factor.
-
D.
Calesha Murray
Calesha Murray, better known by her stage name Bre-Z, is an American actress and rapper recognized for her roles on television series such as "Empire" and "All American."
-
E.
Kylie Rogers
Kylie Rogers is an American actress best known for her lead role as the young girl in the faith-based drama film "Miracles from Heaven."
- 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: Steph Custance Triple: [Ice Road Truckers, featuredPerson, Steph Custance]
Generated description
Steph Custance is a Canadian truck driver and television personality best known for her appearances as one of the few female drivers on the reality series "Ice Road Truckers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steph Custance Target entity description: Steph Custance is a Canadian truck driver and television personality best known for her appearances as one of the few female drivers on the reality series "Ice Road Truckers."
-
A.
Shannon Christie
Shannon Christie is a headstrong Irish woman from the 1892-set film "Far and Away," who defies societal expectations by emigrating to America in pursuit of independence and land.
-
B.
Shauna Robertson
Shauna Robertson is a Canadian film producer best known for her frequent collaborations with Judd Apatow on hit comedy films such as "Superbad," "Knocked Up," and "Forgetting Sarah Marshall."
-
C.
Stacey McClean
Stacey McClean is a British singer and television personality best known as a member of the pop group S Club 8 and later appearances on shows like The X Factor.
-
D.
Calesha Murray
Calesha Murray, better known by her stage name Bre-Z, is an American actress and rapper recognized for her roles on television series such as "Empire" and "All American."
-
E.
Kylie Rogers
Kylie Rogers is an American actress best known for her lead role as the young girl in the faith-based drama film "Miracles from Heaven."
- 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_69d8e8dd9374819098e36349b3211663 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63f7a74e88190a58d5274050a7d32 |
completed | April 20, 2026, 3 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07578b96d08190a25990879135b598 |
completed | May 15, 2026, 5:27 p.m. |
| NEDg | Description generation | batch_6a075865eaac819085b35d165fda91d4 |
completed | May 15, 2026, 5:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07590b84488190a33889335ba95c95 |
completed | May 15, 2026, 5:34 p.m. |
Created at: April 10, 2026, 1:42 p.m.