Triple

T17876450
Position Surface form Disambiguated ID Type / Status
Subject Binky Barnes E446965 entity
Predicate memberOf P10 FINISHED
Object Tough Customers — NE NERFINISHED

How this triple was built (3 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: Tough Customers | Statement: [Binky Barnes, memberOf, Tough Customers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tough Customers
Context triple: [Binky Barnes, memberOf, Tough Customers]
  • A. The Tough Ones
    The Tough Ones is a 1970s Italian poliziottesco crime-action film known for its gritty violence, tough cop antihero, and cult status among Eurocrime cinema fans.
  • B. Oh, No, You Didn’t
    "Oh, No, You Didn’t" is a song featured on the country music album "Halfway to Home" by American singer-songwriter Brandy Clark.
  • C. The Crazy Ones
    The Crazy Ones is an American workplace sitcom starring Robin Williams and Sarah Michelle Gellar as a quirky father-daughter duo running an advertising agency.
  • D. In and Out
    "In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
  • E. Eat the Rich
    "Eat the Rich" is a hard rock song by Aerosmith, known as one of the standout tracks from their early 1990s output.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tough Customers
Target entity description: Tough Customers is a group of rough, intimidating kids at Lakewood Elementary in the Arthur series, often involved in bullying or troublemaking.
  • A. The Tough Ones
    The Tough Ones is a 1970s Italian poliziottesco crime-action film known for its gritty violence, tough cop antihero, and cult status among Eurocrime cinema fans.
  • B. Oh, No, You Didn’t
    "Oh, No, You Didn’t" is a song featured on the country music album "Halfway to Home" by American singer-songwriter Brandy Clark.
  • C. The Crazy Ones
    The Crazy Ones is an American workplace sitcom starring Robin Williams and Sarah Michelle Gellar as a quirky father-daughter duo running an advertising agency.
  • D. In and Out
    "In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
  • E. Eat the Rich
    "Eat the Rich" is a hard rock song by Aerosmith, known as one of the standout tracks from their early 1990s output.
  • F. None of above. chosen

Provenance (2 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49aa614b48190bdc9e905e9e6d5e0 completed April 19, 2026, 9:04 a.m.
Created at: April 10, 2026, 10:18 a.m.