Triple

T13902361
Position Surface form Disambiguated ID Type / Status
Subject Being Human E334256 entity
Predicate stars P1956 FINISHED
Object Michael Socha
Michael Socha is an English actor known for his roles in television dramas and fantasy series, including prominent parts in shows like "Being Human" and "Once Upon a Time in Wonderland."
E1073621 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: Michael Socha | Statement: [Being Human, stars, Michael Socha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Socha
Context triple: [Being Human, stars, Michael Socha]
  • A. Joseph Sikora
    Joseph Sikora is an American actor best known for playing the ruthless drug dealer Tommy Egan in the Power television franchise.
  • B. Kris Marszalek
    Kris Marszalek is a Polish entrepreneur best known as the co-founder and CEO of the cryptocurrency exchange and financial services platform Crypto.com.
  • C. Joe Pisarcik
    Joe Pisarcik is a former NFL quarterback best known for his infamous late-game fumble in 1978 that led to the "Miracle at the Meadowlands."
  • D. Edward Kazmierczak
    Edward Kazmierczak is a former Polish footballer best known for his time playing for Stal Mielec.
  • E. Andrew Goczkowski
    Andrew Goczkowski is an American local government leader serving as the mayor of Des Plaines, Illinois.
  • 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: Michael Socha
Triple: [Being Human, stars, Michael Socha]
Generated description
Michael Socha is an English actor known for his roles in television dramas and fantasy series, including prominent parts in shows like "Being Human" and "Once Upon a Time in Wonderland."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Socha
Target entity description: Michael Socha is an English actor known for his roles in television dramas and fantasy series, including prominent parts in shows like "Being Human" and "Once Upon a Time in Wonderland."
  • A. Joseph Sikora
    Joseph Sikora is an American actor best known for playing the ruthless drug dealer Tommy Egan in the Power television franchise.
  • B. Kris Marszalek
    Kris Marszalek is a Polish entrepreneur best known as the co-founder and CEO of the cryptocurrency exchange and financial services platform Crypto.com.
  • C. Joe Pisarcik
    Joe Pisarcik is a former NFL quarterback best known for his infamous late-game fumble in 1978 that led to the "Miracle at the Meadowlands."
  • D. Edward Kazmierczak
    Edward Kazmierczak is a former Polish footballer best known for his time playing for Stal Mielec.
  • E. Andrew Goczkowski
    Andrew Goczkowski is an American local government leader serving as the mayor of Des Plaines, Illinois.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d9c7a48190ad8fb0ca676f4f7b completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69fbac8401b88190a2e87dbdf1bbaee2 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae6691b48190a0affc662cbb2d4e completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 10:16 p.m.