Triple

T1139470
Position Surface form Disambiguated ID Type / Status
Subject Josh Lyman E23414 entity
Predicate notableEpisodeFocus P2757 FINISHED
Object In the Shadow of Two Gunmen
"In the Shadow of Two Gunmen" is a two-part, critically acclaimed early episode of *The West Wing* that dramatizes the aftermath of an assassination attempt and explores key characters’ backstories.
 E129571 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: In the Shadow of Two Gunmen | Statement: [Josh Lyman, notableEpisodeFocus, In the Shadow of Two Gunmen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: In the Shadow of Two Gunmen
Context triple: [Josh Lyman, notableEpisodeFocus, In the Shadow of Two Gunmen]
  • A. The Man with the Gun
    The Man with the Gun is a 1955 Soviet historical drama film about the Russian Revolution, notable for featuring actress Jarma Lewis among its cast.
  • B. The Iron Sheriff
    The Iron Sheriff is a 1957 American Western film starring Sterling Hayden as a lawman torn between duty and family loyalty.
  • C. The Shooting Party
    The Shooting Party is a 1985 British period drama film set in Edwardian England that explores class tensions and the fading aristocracy on the eve of World War I.
  • D. La Estrella Solitaria
    La Estrella Solitaria is the popular nickname for the national flag of Chile, highlighting its single prominent star as a symbol of unity and independence.
  • E. They Live by Night
    They Live by Night is a 1948 American film noir crime drama, directed by Nicholas Ray, about a young fugitive couple on the run.
  • 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: In the Shadow of Two Gunmen
Triple: [Josh Lyman, notableEpisodeFocus, In the Shadow of Two Gunmen]
Generated description
"In the Shadow of Two Gunmen" is a two-part, critically acclaimed early episode of *The West Wing* that dramatizes the aftermath of an assassination attempt and explores key characters’ backstories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: In the Shadow of Two Gunmen
Target entity description: "In the Shadow of Two Gunmen" is a two-part, critically acclaimed early episode of *The West Wing* that dramatizes the aftermath of an assassination attempt and explores key characters’ backstories.
  • A. The Man with the Gun
    The Man with the Gun is a 1955 Soviet historical drama film about the Russian Revolution, notable for featuring actress Jarma Lewis among its cast.
  • B. The Iron Sheriff
    The Iron Sheriff is a 1957 American Western film starring Sterling Hayden as a lawman torn between duty and family loyalty.
  • C. The Shooting Party
    The Shooting Party is a 1985 British period drama film set in Edwardian England that explores class tensions and the fading aristocracy on the eve of World War I.
  • D. La Estrella Solitaria
    La Estrella Solitaria is the popular nickname for the national flag of Chile, highlighting its single prominent star as a symbol of unity and independence.
  • E. They Live by Night
    They Live by Night is a 1948 American film noir crime drama, directed by Nicholas Ray, about a young fugitive couple on the run.
  • 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_69a493ef399c8190b04b9146d2314f59 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bf0ecd448190affb5c24c3520732 completed March 1, 2026, 10:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59b020d48190bc6ecbdb720c6779 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5a7599048190a46b0d560270ffa4 completed March 7, 2026, 5:03 p.m.
NED2 Entity disambiguation (via description) batch_69ac5af24a948190a37c832508149a48 completed March 7, 2026, 5:05 p.m.
Created at: March 1, 2026, 7:44 p.m.