Triple

T20994680
Position Surface form Disambiguated ID Type / Status
Subject Ben Mitchell E517116 entity
Predicate spouse P13 FINISHED
Object Callum Highway
Callum Highway is a fictional character from the British soap opera "EastEnders," known for his relationship with Ben Mitchell and his work as a police officer.
E1462075 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: Callum Highway | Statement: [Ben Mitchell, spouse, Callum Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Callum Highway
Context triple: [Ben Mitchell, spouse, Callum Highway]
  • A. Highland Way
    Highland Way is a rural road in New South Wales, Australia, providing regional access in and around the Marulan area.
  • B. Dalry Road
    Dalry Road is a major thoroughfare in Edinburgh, Scotland, known for its mix of residential tenements, local shops, and eateries connecting the city centre with the western suburbs.
  • C. Beltana Road
    Beltana Road is a local roadway in the Canberra region that serves as the primary access route to the suburb of Pialligo.
  • D. Gillies Range Road
    Gillies Range Road is a steep, winding mountain road in Far North Queensland, Australia, that connects the coastal lowlands near Cairns with the Atherton Tablelands.
  • E. Carrick Roads
    Carrick Roads is a large natural ria and deep-water estuary in Cornwall, England, known for its sheltered anchorage and sailing waters near Falmouth and St Mawes.
  • 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: Callum Highway
Triple: [Ben Mitchell, spouse, Callum Highway]
Generated description
Callum Highway is a fictional character from the British soap opera "EastEnders," known for his relationship with Ben Mitchell and his work as a police officer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Callum Highway
Target entity description: Callum Highway is a fictional character from the British soap opera "EastEnders," known for his relationship with Ben Mitchell and his work as a police officer.
  • A. Highland Way
    Highland Way is a rural road in New South Wales, Australia, providing regional access in and around the Marulan area.
  • B. Dalry Road
    Dalry Road is a major thoroughfare in Edinburgh, Scotland, known for its mix of residential tenements, local shops, and eateries connecting the city centre with the western suburbs.
  • C. Beltana Road
    Beltana Road is a local roadway in the Canberra region that serves as the primary access route to the suburb of Pialligo.
  • D. Gillies Range Road
    Gillies Range Road is a steep, winding mountain road in Far North Queensland, Australia, that connects the coastal lowlands near Cairns with the Atherton Tablelands.
  • E. Carrick Roads
    Carrick Roads is a large natural ria and deep-water estuary in Cornwall, England, known for its sheltered anchorage and sailing waters near Falmouth and St Mawes.
  • 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_69e0b5006e2881909fc2383f841740cc completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc1e75188190a97114238ea0b4f9 completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b4fd8748190b90a50feac5c7517 completed May 17, 2026, 3:51 a.m.
NEDg Description generation batch_6a093f361a288190bc373e95f7e9dd63 completed May 17, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_6a093fa8a998819080a96e67d34a5f52 completed May 17, 2026, 4:10 a.m.
Created at: April 16, 2026, 1:50 p.m.