Triple

T17025830
Position Surface form Disambiguated ID Type / Status
Subject Pedicab Driver E413060 entity
Predicate starring P1507 FINISHED
Object Lowell Lo
Lowell Lo is a Hong Kong singer-songwriter and actor known for his work in Cantopop and for appearing in films during the 1980s.
E1246443 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: Lowell Lo | Statement: [Pedicab Driver, starring, Lowell Lo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lowell Lo
Context triple: [Pedicab Driver, starring, Lowell Lo]
  • A. Happy Lowman
    Happy Lowman is a stoic, heavily tattooed enforcer and hitman for the Sons of Anarchy Motorcycle Club in the television series "Sons of Anarchy."
  • B. Johnny Lovo
    Johnny Lovo is a crime boss character in the 1932 gangster film "Scarface," serving as an early mentor and rival to the ambitious protagonist Tony Camonte.
  • C. Bricklebaum
    Bricklebaum is a relentlessly cheerful and friendly Whoville resident who tries to befriend the Grinch in the 2018 animated adaptation of Dr. Seuss's classic story.
  • D. Orange Lawrence
    Orange Lawrence was an early settler and mill owner whose influence and contributions to the community led to the town of Orangeville, Ontario being named in his honor.
  • E. Lofty Holloway
    Lofty Holloway is a fictional character from the British soap opera "EastEnders," known for his gentle, timid nature and close ties to the early cast of the series.
  • 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: Lowell Lo
Triple: [Pedicab Driver, starring, Lowell Lo]
Generated description
Lowell Lo is a Hong Kong singer-songwriter and actor known for his work in Cantopop and for appearing in films during the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lowell Lo
Target entity description: Lowell Lo is a Hong Kong singer-songwriter and actor known for his work in Cantopop and for appearing in films during the 1980s.
  • A. Happy Lowman
    Happy Lowman is a stoic, heavily tattooed enforcer and hitman for the Sons of Anarchy Motorcycle Club in the television series "Sons of Anarchy."
  • B. Johnny Lovo
    Johnny Lovo is a crime boss character in the 1932 gangster film "Scarface," serving as an early mentor and rival to the ambitious protagonist Tony Camonte.
  • C. Bricklebaum
    Bricklebaum is a relentlessly cheerful and friendly Whoville resident who tries to befriend the Grinch in the 2018 animated adaptation of Dr. Seuss's classic story.
  • D. Orange Lawrence
    Orange Lawrence was an early settler and mill owner whose influence and contributions to the community led to the town of Orangeville, Ontario being named in his honor.
  • E. Lofty Holloway
    Lofty Holloway is a fictional character from the British soap opera "EastEnders," known for his gentle, timid nature and close ties to the early cast of the series.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d46a5081908bc5681621dd8534 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b53306081908972a0a5db474b6c completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011cfb74b88190bbd5af862727790f completed May 11, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_6a011dad838c8190a1ea560680c9ca57 completed May 11, 2026, 12:07 a.m.
Created at: April 10, 2026, 5:33 a.m.