Triple

T8851822
Position Surface form Disambiguated ID Type / Status
Subject Jennifer Esposito E210654 entity
Predicate notableWork P4 FINISHED
Object Samantha Who?
Samantha Who? is an American sitcom starring Christina Applegate as a woman with amnesia who tries to reinvent her life after discovering she was previously selfish and unlikeable.
E763634 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: Samantha Who? | Statement: [Jennifer Esposito, notableWork, Samantha Who?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samantha Who?
Context triple: [Jennifer Esposito, notableWork, Samantha Who?]
  • A. Samantha
    Samantha is the middle name of the fictional socialite Tracy Samantha Lord from the classic film and play "The Philadelphia Story."
  • B. Samantha
    Samantha is an AI character, likely designed as a virtual persona with human-like conversational abilities and personality traits.
  • C. Samantha
    Samantha is a central character in the psychological thriller film "Enter Nowhere," where she becomes trapped in a mysterious cabin in the woods alongside two strangers as they unravel a time-bending mystery.
  • D. Samantha
    Samantha is a feminine given name of Aramaic origin meaning "listener" or "heard by God," widely used in English-speaking countries.
  • E. Samantha (Attack the Block)
    Samantha is a young nurse and one of the central human protagonists trying to survive an alien invasion in the 2011 British sci-fi film "Attack the Block."
  • 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: Samantha Who?
Triple: [Jennifer Esposito, notableWork, Samantha Who?]
Generated description
Samantha Who? is an American sitcom starring Christina Applegate as a woman with amnesia who tries to reinvent her life after discovering she was previously selfish and unlikeable.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samantha Who?
Target entity description: Samantha Who? is an American sitcom starring Christina Applegate as a woman with amnesia who tries to reinvent her life after discovering she was previously selfish and unlikeable.
  • A. Samantha
    Samantha is the middle name of the fictional socialite Tracy Samantha Lord from the classic film and play "The Philadelphia Story."
  • B. Samantha
    Samantha is an AI character, likely designed as a virtual persona with human-like conversational abilities and personality traits.
  • C. Samantha
    Samantha is a central character in the psychological thriller film "Enter Nowhere," where she becomes trapped in a mysterious cabin in the woods alongside two strangers as they unravel a time-bending mystery.
  • D. Samantha
    Samantha is a feminine given name of Aramaic origin meaning "listener" or "heard by God," widely used in English-speaking countries.
  • E. Samantha (Attack the Block)
    Samantha is a young nurse and one of the central human protagonists trying to survive an alien invasion in the 2011 British sci-fi film "Attack the Block."
  • 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c3c5548190926e374bbe592180 completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa08c3f0081909a9aad5599f7deb2 completed April 3, 2026, 11:12 a.m.
NEDg Description generation batch_69cfa45cfcd48190b2e75ed1bda7d92e completed April 3, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_69cfa5988f688190a35a0da37ebb41d3 completed April 3, 2026, 11:33 a.m.
Created at: March 30, 2026, 6:49 p.m.