Triple

T12374463
Position Surface form Disambiguated ID Type / Status
Subject Happy Endings E295085 entity
Predicate mainCharacter P1183 FINISHED
Object Penny Hartz
Penny Hartz is a quirky, romantically unlucky, and exuberant member of the central friend group on the sitcom "Happy Endings," known for her dramatic flair and catchphrases.
E979360 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 Hartz | Statement: [Happy Endings, mainCharacter, Penny Hartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penny Hartz
Context triple: [Happy Endings, mainCharacter, Penny Hartz]
  • A. Gertie Reese
    Gertie Reese is a central character on the nostalgic 1940s-set television series "Remember WENN," known for her role in the behind-the-scenes world of a fictional Pittsburgh radio station.
  • B. Jane Holt
    Jane Holt was the wife of prominent 18th-century Presbyterian minister and educator Samuel Davies.
  • C. Betsy Patterson
    Betsy Patterson was a prominent early 19th-century American socialite best known for her brief, controversial marriage to Jérôme Bonaparte, the younger brother of Napoleon Bonaparte.
  • D. Rose Hattenbarger
    Rose Hattenbarger is a fictional character from the television series "Hart of Dixie," known as a sweet and quirky teen living in the small town of Bluebell, Alabama.
  • E. Peggy Harper
    Peggy Harper is best known as the former wife of American singer-songwriter Paul Simon.
  • 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 Hartz
Triple: [Happy Endings, mainCharacter, Penny Hartz]
Generated description
Penny Hartz is a quirky, romantically unlucky, and exuberant member of the central friend group on the sitcom "Happy Endings," known for her dramatic flair and catchphrases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penny Hartz
Target entity description: Penny Hartz is a quirky, romantically unlucky, and exuberant member of the central friend group on the sitcom "Happy Endings," known for her dramatic flair and catchphrases.
  • A. Gertie Reese
    Gertie Reese is a central character on the nostalgic 1940s-set television series "Remember WENN," known for her role in the behind-the-scenes world of a fictional Pittsburgh radio station.
  • B. Jane Holt
    Jane Holt was the wife of prominent 18th-century Presbyterian minister and educator Samuel Davies.
  • C. Betsy Patterson
    Betsy Patterson was a prominent early 19th-century American socialite best known for her brief, controversial marriage to Jérôme Bonaparte, the younger brother of Napoleon Bonaparte.
  • D. Rose Hattenbarger
    Rose Hattenbarger is a fictional character from the television series "Hart of Dixie," known as a sweet and quirky teen living in the small town of Bluebell, Alabama.
  • E. Peggy Harper
    Peggy Harper is best known as the former wife of American singer-songwriter Paul Simon.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa8ca7c8190b3f8e9c2ec23e837 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac1e82c8190abb46ca5799e6680 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62ef1cc4481909bc9fc768a9ef1f2 completed May 2, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f62f808b1481908f529decdbfc5be6 completed May 2, 2026, 5:08 p.m.
Created at: April 8, 2026, 9:54 p.m.