Triple

T5653043
Position Surface form Disambiguated ID Type / Status
Subject Prisoners E124550 entity
Predicate mainCharacter P1183 FINISHED
Object Franklin Birch
Franklin Birch is a central character in the 2013 thriller film "Prisoners," portrayed as a troubled young man suspected of involvement in the disappearance of two girls.
 E551560 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: Franklin Birch | Statement: [Prisoners, mainCharacter, Franklin Birch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Franklin Birch
Context triple: [Prisoners, mainCharacter, Franklin Birch]
  • A. William Bingham
    William Bingham was an American statesman and wealthy Federalist politician from Pennsylvania who served as a U.S. senator in the early years of the United States.
  • B. James Rush
    James Rush is the child of Australian actress Jane Menelaus and is primarily known in relation to his parents’ public profiles.
  • C. Louis Bache
    Louis Bache was a member of the prominent Bache family of early America, known primarily as the brother of Sarah Franklin Bache, Benjamin Franklin’s daughter.
  • D. William Preston
    William Preston was a notable figure significant enough in regional or local history that the town of Preston, Georgia, was named in his honor.
  • E. Marinus Willett
    Marinus Willett was an American Revolutionary War officer and political leader from New York, known for his active role in colonial resistance and later service as mayor of New York City.
  • 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: Franklin Birch
Triple: [Prisoners, mainCharacter, Franklin Birch]
Generated description
Franklin Birch is a central character in the 2013 thriller film "Prisoners," portrayed as a troubled young man suspected of involvement in the disappearance of two girls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Franklin Birch
Target entity description: Franklin Birch is a central character in the 2013 thriller film "Prisoners," portrayed as a troubled young man suspected of involvement in the disappearance of two girls.
  • A. William Bingham
    William Bingham was an American statesman and wealthy Federalist politician from Pennsylvania who served as a U.S. senator in the early years of the United States.
  • B. James Rush
    James Rush is the child of Australian actress Jane Menelaus and is primarily known in relation to his parents’ public profiles.
  • C. Louis Bache
    Louis Bache was a member of the prominent Bache family of early America, known primarily as the brother of Sarah Franklin Bache, Benjamin Franklin’s daughter.
  • D. William Preston
    William Preston was a notable figure significant enough in regional or local history that the town of Preston, Georgia, was named in his honor.
  • E. Marinus Willett
    Marinus Willett was an American Revolutionary War officer and political leader from New York, known for his active role in colonial resistance and later service as mayor of New York City.
  • 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_69c00825df388190a58742fa9b1aa33d completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022d8a2588190b10de59edbc8841f completed March 22, 2026, 5:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a14a48948190bde99c4a97fe5fa0 completed March 23, 2026, 2:11 a.m.
NEDg Description generation batch_69c0a1faf7d48190ad2d5f43ef37da82 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2e17cd88190a54f5166fe5c654a completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:42 p.m.