Triple
T9452169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ken Jeong |
E227918
|
entity |
| Predicate | televisionRole |
P1668
|
FINISHED |
| Object |
Ben Chang in Community
Ben Chang in Community is a chaotic, unhinged former Spanish teacher-turned-student and occasional antagonist on the sitcom Community, known for his absurd behavior and over-the-top antics.
|
E801295
|
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: Ben Chang in Community | Statement: [Ken Jeong, televisionRole, Ben Chang in Community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Chang in Community Context triple: [Ken Jeong, televisionRole, Ben Chang in Community]
-
A.
Toby Flenderson
Toby Flenderson is the mild-mannered, often beleaguered Human Resources representative at Dunder Mifflin in the U.S. version of The Office, frequently serving as the target of Michael Scott’s disdain.
-
B.
Jeff Winger
Jeff Winger is the charming, sarcastic former lawyer and de facto leader of the study group in the sitcom "Community."
-
C.
Christopher Chulack
Christopher Chulack is an American television director and producer best known for his work on acclaimed drama series such as ER and Southland.
-
D.
Chandler Belfort
Chandler Belfort is the daughter of former stockbroker and author Jordan Belfort, who is widely known as the "Wolf of Wall Street."
-
E.
Abed Nadir
Abed Nadir is a pop-culture-obsessed, meta-aware film student and fan-favorite character from the sitcom "Community," known for his genre-savvy commentary and socially unconventional but endearing personality.
- 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: Ben Chang in Community Triple: [Ken Jeong, televisionRole, Ben Chang in Community]
Generated description
Ben Chang in Community is a chaotic, unhinged former Spanish teacher-turned-student and occasional antagonist on the sitcom Community, known for his absurd behavior and over-the-top antics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Chang in Community Target entity description: Ben Chang in Community is a chaotic, unhinged former Spanish teacher-turned-student and occasional antagonist on the sitcom Community, known for his absurd behavior and over-the-top antics.
-
A.
Toby Flenderson
Toby Flenderson is the mild-mannered, often beleaguered Human Resources representative at Dunder Mifflin in the U.S. version of The Office, frequently serving as the target of Michael Scott’s disdain.
-
B.
Jeff Winger
Jeff Winger is the charming, sarcastic former lawyer and de facto leader of the study group in the sitcom "Community."
-
C.
Christopher Chulack
Christopher Chulack is an American television director and producer best known for his work on acclaimed drama series such as ER and Southland.
-
D.
Chandler Belfort
Chandler Belfort is the daughter of former stockbroker and author Jordan Belfort, who is widely known as the "Wolf of Wall Street."
-
E.
Abed Nadir
Abed Nadir is a pop-culture-obsessed, meta-aware film student and fan-favorite character from the sitcom "Community," known for his genre-savvy commentary and socially unconventional but endearing personality.
- 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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f68f9b081908bee041d4fc77e57 |
completed | April 1, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12272a2dc8190892a22db0799b6a4 |
completed | April 4, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69d12395841c8190857de8a50ab6345c |
completed | April 4, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1275bcbd88190a5742a9cf802425a |
completed | April 4, 2026, 2:59 p.m. |
Created at: March 30, 2026, 7:52 p.m.