Triple

T13990813
Position Surface form Disambiguated ID Type / Status
Subject The Last Hurrah E336566 entity
Predicate hasMainCharacter P1183 FINISHED
Object Frank Skeffington
Frank Skeffington is a seasoned, politically shrewd Irish-American mayor whose final reelection campaign in a changing city drives the narrative of Edwin O’Connor’s novel "The Last Hurrah."
 E1086653 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: Frank Skeffington | Statement: [The Last Hurrah, hasMainCharacter, Frank Skeffington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank Skeffington
Context triple: [The Last Hurrah, hasMainCharacter, Frank Skeffington]
  • A. Harry Squire
    Harry Squire was a cinematographer best known for his work on the pioneering widescreen travelogue film "This Is Cinerama."
  • B. Frank Pembleton
    Frank Pembleton is a brilliant, intense, and morally driven homicide detective from the television series "Homicide: Life on the Street."
  • C. Laurence Skelly
    Laurence Skelly is a Manx politician who has served as President of Tynwald, the parliament of the Isle of Man.
  • D. Frank Griffin
    Frank Griffin is the ruthless, one-armed outlaw leader and primary antagonist in the Western miniseries "Godless."
  • E. Anthony Forwood
    Anthony Forwood was a British actor best known for his film and stage work in the mid-20th century and for his long-term partnership with Dirk Bogarde.
  • 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: Frank Skeffington
Triple: [The Last Hurrah, hasMainCharacter, Frank Skeffington]
Generated description
Frank Skeffington is a seasoned, politically shrewd Irish-American mayor whose final reelection campaign in a changing city drives the narrative of Edwin O’Connor’s novel "The Last Hurrah."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank Skeffington
Target entity description: Frank Skeffington is a seasoned, politically shrewd Irish-American mayor whose final reelection campaign in a changing city drives the narrative of Edwin O’Connor’s novel "The Last Hurrah."
  • A. Harry Squire
    Harry Squire was a cinematographer best known for his work on the pioneering widescreen travelogue film "This Is Cinerama."
  • B. Frank Pembleton
    Frank Pembleton is a brilliant, intense, and morally driven homicide detective from the television series "Homicide: Life on the Street."
  • C. Laurence Skelly
    Laurence Skelly is a Manx politician who has served as President of Tynwald, the parliament of the Isle of Man.
  • D. Frank Griffin
    Frank Griffin is the ruthless, one-armed outlaw leader and primary antagonist in the Western miniseries "Godless."
  • E. Anthony Forwood
    Anthony Forwood was a British actor best known for his film and stage work in the mid-20th century and for his long-term partnership with Dirk Bogarde.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb22e388190904fc87765176c91 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd192d09e481909ba3b7522cf661a6 completed May 7, 2026, 10:58 p.m.
NEDg Description generation batch_69fd2315cf6881908fc83b273c966cae completed May 7, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69fd238d6a7c8190980388e9027e3a72 completed May 7, 2026, 11:43 p.m.
Created at: April 9, 2026, 10:18 p.m.