Triple

T11010526
Position Surface form Disambiguated ID Type / Status
Subject Pierce Hawthorne E260233 entity
Predicate notableEpisode P2757 FINISHED
Object "Cooperative Calligraphy"
"Cooperative Calligraphy" is a bottle episode of the TV sitcom Community in which the study group’s search for a missing pen spirals into an intense, self-contained interrogation that highlights their interpersonal tensions and dynamics.
E899453 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: "Cooperative Calligraphy" | Statement: [Pierce Hawthorne, notableEpisode, "Cooperative Calligraphy"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Cooperative Calligraphy"
Context triple: [Pierce Hawthorne, notableEpisode, "Cooperative Calligraphy"]
  • A. Calligraphy Center
    The Calligraphy Center is a specialized institution within the Bibliotheca Alexandrina dedicated to the study, preservation, and exhibition of calligraphy and writing systems across cultures and history.
  • B. “With Pen in Hand”
    “With Pen in Hand” is a country song best known as an emotional ballad about heartbreak and regret, popularized in the late 1960s by multiple artists.
  • C. Calligraphy Gallery
    The Calligraphy Gallery is a dedicated exhibition space within the Shanghai Museum showcasing the history and masterpieces of Chinese calligraphic art.
  • D. Khalabo Ink Society
    Khalabo Ink Society is the television and film production company founded by Kenya Barris, best known for producing the hit sitcom "Black-ish" and its related projects.
  • E. Square Word Calligraphy
    Square Word Calligraphy is a conceptual writing system and art project by Xu Bing that makes English words resemble traditional Chinese characters, exploring language, culture, and visual perception.
  • 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: "Cooperative Calligraphy"
Triple: [Pierce Hawthorne, notableEpisode, "Cooperative Calligraphy"]
Generated description
"Cooperative Calligraphy" is a bottle episode of the TV sitcom Community in which the study group’s search for a missing pen spirals into an intense, self-contained interrogation that highlights their interpersonal tensions and dynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Cooperative Calligraphy"
Target entity description: "Cooperative Calligraphy" is a bottle episode of the TV sitcom Community in which the study group’s search for a missing pen spirals into an intense, self-contained interrogation that highlights their interpersonal tensions and dynamics.
  • A. Calligraphy Center
    The Calligraphy Center is a specialized institution within the Bibliotheca Alexandrina dedicated to the study, preservation, and exhibition of calligraphy and writing systems across cultures and history.
  • B. “With Pen in Hand”
    “With Pen in Hand” is a country song best known as an emotional ballad about heartbreak and regret, popularized in the late 1960s by multiple artists.
  • C. Calligraphy Gallery
    The Calligraphy Gallery is a dedicated exhibition space within the Shanghai Museum showcasing the history and masterpieces of Chinese calligraphic art.
  • D. Khalabo Ink Society
    Khalabo Ink Society is the television and film production company founded by Kenya Barris, best known for producing the hit sitcom "Black-ish" and its related projects.
  • E. Square Word Calligraphy
    Square Word Calligraphy is a conceptual writing system and art project by Xu Bing that makes English words resemble traditional Chinese characters, exploring language, culture, and visual perception.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797899a388190aa8fe813eac4dba7 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e374ac78348190a8c0a5a7a736b24b completed April 18, 2026, 12:10 p.m.
NEDg Description generation batch_69e378dcc92c8190952d4acfee2a309c completed April 18, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69e37be75a588190abb9569ef1e87279 completed April 18, 2026, 12:41 p.m.
Created at: April 8, 2026, 9:25 p.m.