Triple

T7067650
Position Surface form Disambiguated ID Type / Status
Subject Clash of the Titans (2010 film) E164598 entity
Predicate screenwriter P2831 FINISHED
Object Matt Manfredi
Matt Manfredi is an American screenwriter best known for co-writing genre films such as the action-fantasy remake "Clash of the Titans" (2010) and various collaborations with writing partner Phil Hay.
E661337 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: Matt Manfredi | Statement: [Clash of the Titans (2010 film), screenwriter, Matt Manfredi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt Manfredi
Context triple: [Clash of the Titans (2010 film), screenwriter, Matt Manfredi]
  • A. Phil Martelli
    Phil Martelli is an American college basketball coach best known for his long, successful tenure leading Saint Joseph's University's men's basketball program, including an undefeated regular season in 2003–04.
  • B. Greg Maffei
    Greg Maffei is an American business executive best known as the longtime president and CEO of Liberty Media, overseeing its diverse portfolio of media, communications, and entertainment assets.
  • C. Mike Piscitelli
    Mike Piscitelli is a filmmaker and photographer known for his music videos, commercials, and visual collaborations with various artists.
  • D. Joe Rinaldi
    Joe Rinaldi was an American screenwriter and story artist best known for his work on classic Walt Disney animated films in the mid-20th century.
  • E. Richie DiMaso
    Richie DiMaso is an ambitious and volatile FBI agent in the film "American Hustle" who drives the high-stakes sting operation at the story’s center.
  • 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: Matt Manfredi
Triple: [Clash of the Titans (2010 film), screenwriter, Matt Manfredi]
Generated description
Matt Manfredi is an American screenwriter best known for co-writing genre films such as the action-fantasy remake "Clash of the Titans" (2010) and various collaborations with writing partner Phil Hay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matt Manfredi
Target entity description: Matt Manfredi is an American screenwriter best known for co-writing genre films such as the action-fantasy remake "Clash of the Titans" (2010) and various collaborations with writing partner Phil Hay.
  • A. Phil Martelli
    Phil Martelli is an American college basketball coach best known for his long, successful tenure leading Saint Joseph's University's men's basketball program, including an undefeated regular season in 2003–04.
  • B. Greg Maffei
    Greg Maffei is an American business executive best known as the longtime president and CEO of Liberty Media, overseeing its diverse portfolio of media, communications, and entertainment assets.
  • C. Mike Piscitelli
    Mike Piscitelli is a filmmaker and photographer known for his music videos, commercials, and visual collaborations with various artists.
  • D. Joe Rinaldi
    Joe Rinaldi was an American screenwriter and story artist best known for his work on classic Walt Disney animated films in the mid-20th century.
  • E. Richie DiMaso
    Richie DiMaso is an ambitious and volatile FBI agent in the film "American Hustle" who drives the high-stakes sting operation at the story’s center.
  • 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_69c6887b96548190a8a9b3ac8adf4119 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4a737dc8190add7f0228cb28111 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810a6b5348190bdf98a2fd98c9dc5 completed March 28, 2026, 5:32 p.m.
NEDg Description generation batch_69c811a94bd48190b9102aa7d4f1dde8 completed March 28, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8127599188190af3d049a0c6dd349 completed March 28, 2026, 5:40 p.m.
Created at: March 27, 2026, 2:39 p.m.