Triple

T13132848
Position Surface form Disambiguated ID Type / Status
Subject Blueshirts E312006 entity
Predicate hasLeader P981 FINISHED
Object Thomas F. O'Higgins
Thomas F. O'Higgins was an Irish politician, lawyer, and judge who played a prominent role in the early 20th-century Irish Free State, including leadership in right-wing political movements.
E1037060 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: Thomas F. O'Higgins | Statement: [Blueshirts, hasLeader, Thomas F. O'Higgins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas F. O'Higgins
Context triple: [Blueshirts, hasLeader, Thomas F. O'Higgins]
  • A. Thomas A. Muldoon
    Thomas A. Muldoon is a film editor known for his work on the action-comedy movie "Pain & Gain."
  • B. John A. O’Brien
    John A. O’Brien was a prominent Catholic priest, philosopher, and theologian known for his influential work in American Catholic thought and education.
  • C. George H. Fallon
    George H. Fallon was a U.S. Congressman from Maryland known for his influential role in shaping national transportation policy, including major federal highway legislation.
  • D. William F. O’Connor
    William F. O’Connor was an Irish political figure who succeeded Tomás Mac Curtain in office, likely in a local governmental role in Cork during the early 20th century.
  • E. Thomas B. Finan
    Thomas B. Finan was an American lawyer and Democratic politician who served as Maryland’s Attorney General in the mid-20th century.
  • 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: Thomas F. O'Higgins
Triple: [Blueshirts, hasLeader, Thomas F. O'Higgins]
Generated description
Thomas F. O'Higgins was an Irish politician, lawyer, and judge who played a prominent role in the early 20th-century Irish Free State, including leadership in right-wing political movements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas F. O'Higgins
Target entity description: Thomas F. O'Higgins was an Irish politician, lawyer, and judge who played a prominent role in the early 20th-century Irish Free State, including leadership in right-wing political movements.
  • A. Thomas A. Muldoon
    Thomas A. Muldoon is a film editor known for his work on the action-comedy movie "Pain & Gain."
  • B. John A. O’Brien
    John A. O’Brien was a prominent Catholic priest, philosopher, and theologian known for his influential work in American Catholic thought and education.
  • C. George H. Fallon
    George H. Fallon was a U.S. Congressman from Maryland known for his influential role in shaping national transportation policy, including major federal highway legislation.
  • D. William F. O’Connor
    William F. O’Connor was an Irish political figure who succeeded Tomás Mac Curtain in office, likely in a local governmental role in Cork during the early 20th century.
  • E. Thomas B. Finan
    Thomas B. Finan was an American lawyer and Democratic politician who served as Maryland’s Attorney General in the mid-20th century.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981b27a8c81909a92ab7be5d3a7e9 completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7265eba0481908417d2bb905874e5 completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f72a52e9dc8190a76c4c51d0e1cd07 completed May 3, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_69f72ab0cb0081908090c6ebab183788 completed May 3, 2026, 11 a.m.
Created at: April 9, 2026, 9:08 p.m.