Triple

T2933785
Position Surface form Disambiguated ID Type / Status
Subject Chuck E79215 entity
Predicate usedAsFictionalCharacterName P31680 FINISHED
Object Chuck Bass
Chuck Bass is a central, wealthy, and morally complex character from the television series "Gossip Girl," known for his tumultuous romance with Blair Waldorf and his evolution from villain to antihero.
E311591 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: Chuck Bass | Statement: [Chuck, usedAsFictionalCharacterName, Chuck Bass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuck Bass
Context triple: [Chuck, usedAsFictionalCharacterName, Chuck Bass]
  • A. George Michael Bluth
    George Michael Bluth is a socially awkward, earnest teenage member of the dysfunctional Bluth family in the television sitcom "Arrested Development."
  • B. Dean Moriarty
    Dean Moriarty is a wild, charismatic drifter and free spirit in Jack Kerouac's novel "On the Road," inspired by the real-life figure Neal Cassady.
  • C. Chandler Belfort
    Chandler Belfort is the daughter of former stockbroker and author Jordan Belfort, who is widely known as the "Wolf of Wall Street."
  • D. Logan Green
    Logan Green is an American entrepreneur best known as the co-founder and former CEO of the ride-sharing company Lyft.
  • E. Quentin Jacobsen
    Quentin Jacobsen is the introspective teenage protagonist of John Green’s novel "Paper Towns," whose search for his enigmatic neighbor Margo Roth Spiegelman drives the story’s coming-of-age journey.
  • 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: Chuck Bass
Triple: [Chuck, usedAsFictionalCharacterName, Chuck Bass]
Generated description
Chuck Bass is a central, wealthy, and morally complex character from the television series "Gossip Girl," known for his tumultuous romance with Blair Waldorf and his evolution from villain to antihero.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuck Bass
Target entity description: Chuck Bass is a central, wealthy, and morally complex character from the television series "Gossip Girl," known for his tumultuous romance with Blair Waldorf and his evolution from villain to antihero.
  • A. George Michael Bluth
    George Michael Bluth is a socially awkward, earnest teenage member of the dysfunctional Bluth family in the television sitcom "Arrested Development."
  • B. Dean Moriarty
    Dean Moriarty is a wild, charismatic drifter and free spirit in Jack Kerouac's novel "On the Road," inspired by the real-life figure Neal Cassady.
  • C. Chandler Belfort
    Chandler Belfort is the daughter of former stockbroker and author Jordan Belfort, who is widely known as the "Wolf of Wall Street."
  • D. Logan Green
    Logan Green is an American entrepreneur best known as the co-founder and former CEO of the ride-sharing company Lyft.
  • E. Quentin Jacobsen
    Quentin Jacobsen is the introspective teenage protagonist of John Green’s novel "Paper Towns," whose search for his enigmatic neighbor Margo Roth Spiegelman drives the story’s coming-of-age journey.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9e0fec048190bdd70c60ec5c92cd completed March 8, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0867ba1b48190a54d00c32b075548 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0dbda7ab881908b5a3e1e897fcb49 completed March 11, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69b0dc3ed9e08190ac6c6357f0084ba6 completed March 11, 2026, 3:06 a.m.
Created at: March 8, 2026, 2:56 p.m.