Triple

T11519192
Position Surface form Disambiguated ID Type / Status
Subject Bamber E273114 entity
Predicate hasNotableBearer P458 FINISHED
Object Justin Bamber
Justin Bamber is a relatively obscure individual whose primary current notability appears to stem from being listed as a bearer of the surname Bamber.
 E933201 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: Justin Bamber | Statement: [Bamber, hasNotableBearer, Justin Bamber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Justin Bamber
Context triple: [Bamber, hasNotableBearer, Justin Bamber]
  • A. Ethan Embry
    Ethan Embry is an American actor known for his roles in 1990s films such as "Empire Records," "Can't Hardly Wait," and various television series.
  • B. Justin Hartley
    Justin Hartley is an American actor best known for his television roles in series such as "This Is Us," "Smallville," and "The Young and the Restless."
  • C. Dustin Milligan
    Dustin Milligan is a Canadian actor best known for his roles in the TV series 90210 and the comedy Schitt's Creek.
  • D. Jason Danieley
    Jason Danieley is an American musical theatre actor and singer known for his acclaimed performances on Broadway and in concert.
  • E. Matt Bomer
    Matt Bomer is an American actor known for his roles in the TV series "White Collar" and films such as "Magic Mike" and "The Normal Heart."
  • 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: Justin Bamber
Triple: [Bamber, hasNotableBearer, Justin Bamber]
Generated description
Justin Bamber is a relatively obscure individual whose primary current notability appears to stem from being listed as a bearer of the surname Bamber.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Justin Bamber
Target entity description: Justin Bamber is a relatively obscure individual whose primary current notability appears to stem from being listed as a bearer of the surname Bamber.
  • A. Ethan Embry
    Ethan Embry is an American actor known for his roles in 1990s films such as "Empire Records," "Can't Hardly Wait," and various television series.
  • B. Justin Hartley
    Justin Hartley is an American actor best known for his television roles in series such as "This Is Us," "Smallville," and "The Young and the Restless."
  • C. Dustin Milligan
    Dustin Milligan is a Canadian actor best known for his roles in the TV series 90210 and the comedy Schitt's Creek.
  • D. Jason Danieley
    Jason Danieley is an American musical theatre actor and singer known for his acclaimed performances on Broadway and in concert.
  • E. Matt Bomer
    Matt Bomer is an American actor known for his roles in the TV series "White Collar" and films such as "Magic Mike" and "The Normal Heart."
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fcf927081908ef89eff7ad833b0 completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e7c75578819090a664aaa44cf933 completed April 21, 2026, 2:58 a.m.
NEDg Description generation batch_69e6ef8fca248190bc2fdd8457258874 completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f8ec88e88190bfa21c2d06d67bd8 completed April 21, 2026, 4:11 a.m.
Created at: April 8, 2026, 9:36 p.m.