Triple

T2910793
Position Surface form Disambiguated ID Type / Status
Subject Hand of God (TV series) E63677 entity
Predicate starring P1507 FINISHED
Object Johnny Ferro
Johnny Ferro is an actor best known for his leading role in the television series "Hand of God."
 E309287 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: Johnny Ferro | Statement: [Hand of God (TV series), starring, Johnny Ferro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnny Ferro
Context triple: [Hand of God (TV series), starring, Johnny Ferro]
  • A. Jerry Ferrara
    Jerry Ferrara is an American actor best known for playing Turtle on the HBO series "Entourage" and for roles in films such as "Think Like a Man."
  • B. Danny Federici
    Danny Federici was an American keyboardist and accordionist best known as a founding member and longtime organ and keyboard player for Bruce Springsteen's E Street Band.
  • C. Greg Finton
    Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
  • D. Tony Meola
    Tony Meola is a former American soccer goalkeeper best known for starring with the U.S. national team in the 1990 and 1994 World Cups and for his standout career in Major League Soccer.
  • E. Fran Fraschilla
    Fran Fraschilla is an American basketball coach and ESPN analyst best known for his successful college coaching stints and his expertise on international basketball.
  • 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: Johnny Ferro
Triple: [Hand of God (TV series), starring, Johnny Ferro]
Generated description
Johnny Ferro is an actor best known for his leading role in the television series "Hand of God."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnny Ferro
Target entity description: Johnny Ferro is an actor best known for his leading role in the television series "Hand of God."
  • A. Jerry Ferrara
    Jerry Ferrara is an American actor best known for playing Turtle on the HBO series "Entourage" and for roles in films such as "Think Like a Man."
  • B. Danny Federici
    Danny Federici was an American keyboardist and accordionist best known as a founding member and longtime organ and keyboard player for Bruce Springsteen's E Street Band.
  • C. Greg Finton
    Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
  • D. Tony Meola
    Tony Meola is a former American soccer goalkeeper best known for starring with the U.S. national team in the 1990 and 1994 World Cups and for his standout career in Major League Soccer.
  • E. Fran Fraschilla
    Fran Fraschilla is an American basketball coach and ESPN analyst best known for his successful college coaching stints and his expertise on international basketball.
  • 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_69abe0e899808190a348e1e71116d0a5 completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0561b8e6c8190be69fd39bdd19cca completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b060ac7c58819081f0882170869a8e completed March 10, 2026, 6:19 p.m.
NED2 Entity disambiguation (via description) batch_69b0619540cc8190971cd1a4c5c4b309 completed March 10, 2026, 6:23 p.m.
Created at: March 6, 2026, 10:11 p.m.