Triple

T8268190
Position Surface form Disambiguated ID Type / Status
Subject Amy Farrah Fowler E193353 entity
Predicate friend P8712 FINISHED
Object Penny Hofstadter
Penny Hofstadter is a main character on the TV sitcom "The Big Bang Theory," a socially adept aspiring actress-turned-pharmaceutical sales representative who is married to physicist Leonard Hofstadter.
 E722701 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: Penny Hofstadter | Statement: [Amy Farrah Fowler, friend, Penny Hofstadter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Penny Hofstadter
Context triple: [Amy Farrah Fowler, friend, Penny Hofstadter]
  • A. Alice Kepner
    Alice Kepner is a character in the television series "Grey's Anatomy," known as the younger sister of trauma surgeon April Kepner.
  • B. Nell Newman
    Nell Newman is an American environmentalist and businesswoman best known as the co-founder of the organic food company Newman's Own Organics.
  • C. Petronella Osgood
    Petronella Osgood is a scientific advisor to UNIT in the Doctor Who universe, known for her intelligence, dedication, and admiration for the Doctor.
  • D. Paulina Longworth
    Paulina Longworth was the only child of Alice Roosevelt Longworth and a granddaughter of U.S. President Theodore Roosevelt, known largely for her tragic early death and complex family legacy.
  • E. Carroll Fenton
    Carroll Fenton was an American paleontologist and prolific science writer known for his popular books and illustrations on prehistoric life and geology.
  • 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: Penny Hofstadter
Triple: [Amy Farrah Fowler, friend, Penny Hofstadter]
Generated description
Penny Hofstadter is a main character on the TV sitcom "The Big Bang Theory," a socially adept aspiring actress-turned-pharmaceutical sales representative who is married to physicist Leonard Hofstadter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Penny Hofstadter
Target entity description: Penny Hofstadter is a main character on the TV sitcom "The Big Bang Theory," a socially adept aspiring actress-turned-pharmaceutical sales representative who is married to physicist Leonard Hofstadter.
  • A. Alice Kepner
    Alice Kepner is a character in the television series "Grey's Anatomy," known as the younger sister of trauma surgeon April Kepner.
  • B. Nell Newman
    Nell Newman is an American environmentalist and businesswoman best known as the co-founder of the organic food company Newman's Own Organics.
  • C. Petronella Osgood
    Petronella Osgood is a scientific advisor to UNIT in the Doctor Who universe, known for her intelligence, dedication, and admiration for the Doctor.
  • D. Paulina Longworth
    Paulina Longworth was the only child of Alice Roosevelt Longworth and a granddaughter of U.S. President Theodore Roosevelt, known largely for her tragic early death and complex family legacy.
  • E. Carroll Fenton
    Carroll Fenton was an American paleontologist and prolific science writer known for his popular books and illustrations on prehistoric life and geology.
  • 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb794fc4208190b268bc69ff2b28a9 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6833065c8190945e88022ad2869d completed April 1, 2026, 6:47 p.m.
NEDg Description generation batch_69cd6d52763c8190891f88d62be44786 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7df568788190a5a219baa65a6a19 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:50 p.m.