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.