Triple

T15368258
Position Surface form Disambiguated ID Type / Status
Subject Chain Letter (2010 film) E367471 entity
Predicate writer P1360 FINISHED
Object Michael J. Pagan
Michael J. Pagan is an American actor and screenwriter known for roles in films like "How Stella Got Her Groove Back" and for co-writing the horror film "Chain Letter."
 E1231671 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: Michael J. Pagan | Statement: [Chain Letter (2010 film), writer, Michael J. Pagan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael J. Pagan
Context triple: [Chain Letter (2010 film), writer, Michael J. Pagan]
  • A. Michael Raffetto
    Michael Raffetto was an American radio actor best known for his prominent roles in classic radio dramas during the 1930s and 1940s.
  • B. Anthony LoGerfo
    Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
  • C. John Femia
    John Femia is an actor known for playing the character Marshall Blechtman.
  • D. John Macaluso
    John Macaluso is a businessman best known as the husband of former model Nadine Caridi, who was previously married to stockbroker Jordan Belfort.
  • E. Anthony C. Ferrante
    Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film 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: Michael J. Pagan
Triple: [Chain Letter (2010 film), writer, Michael J. Pagan]
Generated description
Michael J. Pagan is an American actor and screenwriter known for roles in films like "How Stella Got Her Groove Back" and for co-writing the horror film "Chain Letter."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael J. Pagan
Target entity description: Michael J. Pagan is an American actor and screenwriter known for roles in films like "How Stella Got Her Groove Back" and for co-writing the horror film "Chain Letter."
  • A. Michael Raffetto
    Michael Raffetto was an American radio actor best known for his prominent roles in classic radio dramas during the 1930s and 1940s.
  • B. Anthony LoGerfo
    Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
  • C. John Femia
    John Femia is an actor known for playing the character Marshall Blechtman.
  • D. John Macaluso
    John Macaluso is a businessman best known as the husband of former model Nadine Caridi, who was previously married to stockbroker Jordan Belfort.
  • E. Anthony C. Ferrante
    Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e4a7cdc8190b7b48c97e774c306 completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00a502c82881908d5b6f7c23e8a403 completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 3:18 a.m.