Triple

T3009855
Position Surface form Disambiguated ID Type / Status
Subject Uncharted (film) E81989 entity
Predicate screenwriter P2831 FINISHED
Object Art Marcum
Art Marcum is an American screenwriter best known for co-writing major Hollywood films such as Iron Man and the video game adaptation Uncharted.
E337104 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: Art Marcum | Statement: [Uncharted (film), screenwriter, Art Marcum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Art Marcum
Context triple: [Uncharted (film), screenwriter, Art Marcum]
  • A. Blake Harnage
    Blake Harnage is an American musician, songwriter, and record producer best known as the guitarist and primary songwriter for the rock band VersaEmerge (later known as Versa).
  • B. Matthew Aldrich
    Matthew Aldrich is an American screenwriter best known for co-writing Pixar’s Academy Award–winning animated film "Coco."
  • C. Alex Hannum
    Alex Hannum was an American professional basketball coach and former player best known for leading multiple teams, including the St. Louis Hawks and Philadelphia 76ers, to NBA championships.
  • D. Devlin Elliott
    Devlin Elliott is an American theater and film producer best known as the husband of actor Nathan Lane.
  • E. Marc McClure
    Marc McClure is an American actor best known for playing Jimmy Olsen in the Superman film series and Dave McFly in the Back to the Future trilogy.
  • 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: Art Marcum
Triple: [Uncharted (film), screenwriter, Art Marcum]
Generated description
Art Marcum is an American screenwriter best known for co-writing major Hollywood films such as Iron Man and the video game adaptation Uncharted.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Art Marcum
Target entity description: Art Marcum is an American screenwriter best known for co-writing major Hollywood films such as Iron Man and the video game adaptation Uncharted.
  • A. Blake Harnage
    Blake Harnage is an American musician, songwriter, and record producer best known as the guitarist and primary songwriter for the rock band VersaEmerge (later known as Versa).
  • B. Matthew Aldrich
    Matthew Aldrich is an American screenwriter best known for co-writing Pixar’s Academy Award–winning animated film "Coco."
  • C. Alex Hannum
    Alex Hannum was an American professional basketball coach and former player best known for leading multiple teams, including the St. Louis Hawks and Philadelphia 76ers, to NBA championships.
  • D. Devlin Elliott
    Devlin Elliott is an American theater and film producer best known as the husband of actor Nathan Lane.
  • E. Marc McClure
    Marc McClure is an American actor best known for playing Jimmy Olsen in the Superman film series and Dave McFly in the Back to the Future trilogy.
  • 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_69ad8b1c4de88190a83b7cefaa1f2842 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a4ccbf08190a7580c9e758804d0 completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b261e211c0819094ef28112bcad250 completed March 12, 2026, 6:49 a.m.
NEDg Description generation batch_69b2627a27f08190a802b74b126f0e81 completed March 12, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_69b264cbe2a48190baad7f335cdc37ba completed March 12, 2026, 7:01 a.m.
Created at: March 8, 2026, 3 p.m.