Triple

T2908620
Position Surface form Disambiguated ID Type / Status
Subject Rocky IV E63627 entity
Predicate character P662 FINISHED
Object Paulie Pennino
Paulie Pennino is a recurring character in the Rocky film series, known as Rocky Balboa’s gruff yet loyal brother-in-law and friend.
 E309456 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: Paulie Pennino | Statement: [Rocky IV, character, Paulie Pennino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paulie Pennino
Context triple: [Rocky IV, character, Paulie Pennino]
  • A. Paulie Gualtieri
    Paulie Gualtieri is a volatile, superstitious, and fiercely loyal capo in the DiMeo crime family on the television series *The Sopranos*.
  • B. Paulie
    Paulie is a familiar diminutive form of the given name Paul, often used as an affectionate nickname.
  • C. Christopher Moltisanti
    Christopher Moltisanti is a central character in the television series "The Sopranos," depicted as Tony Soprano’s volatile protégé whose struggles with addiction, ambition, and loyalty drive many of the show’s key storylines.
  • D. Carmine DeSapio
    Carmine DeSapio was a mid-20th-century New York political boss and the last powerful leader of the Tammany Hall Democratic machine.
  • E. A.J. Soprano
    A.J. Soprano is the troubled, often directionless son of mob boss Tony Soprano, whose struggles with identity, depression, and privilege form a key emotional thread in the series.
  • 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: Paulie Pennino
Triple: [Rocky IV, character, Paulie Pennino]
Generated description
Paulie Pennino is a recurring character in the Rocky film series, known as Rocky Balboa’s gruff yet loyal brother-in-law and friend.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paulie Pennino
Target entity description: Paulie Pennino is a recurring character in the Rocky film series, known as Rocky Balboa’s gruff yet loyal brother-in-law and friend.
  • A. Paulie Gualtieri
    Paulie Gualtieri is a volatile, superstitious, and fiercely loyal capo in the DiMeo crime family on the television series *The Sopranos*.
  • B. Paulie
    Paulie is a familiar diminutive form of the given name Paul, often used as an affectionate nickname.
  • C. Christopher Moltisanti
    Christopher Moltisanti is a central character in the television series "The Sopranos," depicted as Tony Soprano’s volatile protégé whose struggles with addiction, ambition, and loyalty drive many of the show’s key storylines.
  • D. Carmine DeSapio
    Carmine DeSapio was a mid-20th-century New York political boss and the last powerful leader of the Tammany Hall Democratic machine.
  • E. A.J. Soprano
    A.J. Soprano is the troubled, often directionless son of mob boss Tony Soprano, whose struggles with identity, depression, and privilege form a key emotional thread in the series.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0d329c88190b6fcaef0be1799eb completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b056173a988190be02619d909cdb25 completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b05f640afc8190bf9b5b90ff7c9b0e completed March 10, 2026, 6:13 p.m.
NED2 Entity disambiguation (via description) batch_69b06010c1948190a2e13084a79b106b completed March 10, 2026, 6:16 p.m.
Created at: March 6, 2026, 10:11 p.m.