Triple

T11581482
Position Surface form Disambiguated ID Type / Status
Subject Bubble Gang E274634 entity
Predicate hasCastMember P2308 FINISHED
Object Arny Ross
Arny Ross is a Filipina actress, comedian, and model best known for her performances on the long-running GMA Network sketch comedy show "Bubble Gang."
 E934757 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: Arny Ross | Statement: [Bubble Gang, hasCastMember, Arny Ross]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arny Ross
Context triple: [Bubble Gang, hasCastMember, Arny Ross]
  • A. Ted Ross
    Ted Ross was an American actor best known for his Tony- and Oscar-winning portrayal of the Cowardly Lion in the stage and film versions of "The Wiz."
  • B. Ralph Arnold
    Ralph Arnold is the name of several notable individuals, including figures in fields such as geology, engineering, and the arts.
  • C. Murray Duvall
    Murray Duvall is a stylish, slang-slinging high school student and comic-relief character from the 1995 teen film and subsequent TV series "Clueless."
  • D. Roy McFarland
    Roy McFarland is a former English central defender best known for his key role in Derby County’s successful teams of the late 1960s and 1970s and for earning numerous caps for the England national team.
  • E. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • 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: Arny Ross
Triple: [Bubble Gang, hasCastMember, Arny Ross]
Generated description
Arny Ross is a Filipina actress, comedian, and model best known for her performances on the long-running GMA Network sketch comedy show "Bubble Gang."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arny Ross
Target entity description: Arny Ross is a Filipina actress, comedian, and model best known for her performances on the long-running GMA Network sketch comedy show "Bubble Gang."
  • A. Ted Ross
    Ted Ross was an American actor best known for his Tony- and Oscar-winning portrayal of the Cowardly Lion in the stage and film versions of "The Wiz."
  • B. Ralph Arnold
    Ralph Arnold is the name of several notable individuals, including figures in fields such as geology, engineering, and the arts.
  • C. Murray Duvall
    Murray Duvall is a stylish, slang-slinging high school student and comic-relief character from the 1995 teen film and subsequent TV series "Clueless."
  • D. Roy McFarland
    Roy McFarland is a former English central defender best known for his key role in Derby County’s successful teams of the late 1960s and 1970s and for earning numerous caps for the England national team.
  • E. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904c51b881909e7be84c6f3de79f completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e7141b16d8819099002a009260a85a completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720fb192881909c129f93c8b88f42 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e7233efb6c81909dbf1aef080f5598 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.