Triple

T6395048
Position Surface form Disambiguated ID Type / Status
Subject Irish Republican Brotherhood E143920 entity
Predicate notableMember P10 FINISHED
Object Denis McCullough
Denis McCullough was an Irish republican activist and leader who played a significant role in the nationalist movement in the early 20th century, including involvement in the events surrounding the 1916 Easter Rising.
E591382 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: Denis McCullough | Statement: [Irish Republican Brotherhood, notableMember, Denis McCullough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Denis McCullough
Context triple: [Irish Republican Brotherhood, notableMember, Denis McCullough]
  • A. John McShain
    John McShain was an American building contractor known for constructing major U.S. landmarks, including the Pentagon and significant parts of Washington, D.C.'s federal architecture.
  • B. Paul Kellerman
    Paul Kellerman is a key antagonist in the television series "Prison Break," a Secret Service agent deeply involved in the conspiracy framing Lincoln Burrows.
  • C. Johnston McCulley
    Johnston McCulley was an American writer best known as the creator of the swashbuckling masked hero Zorro.
  • D. Duane Hitchings
    Duane Hitchings is an American songwriter, keyboardist, and producer known for his work in rock and pop music, including collaborations with artists like Rod Stewart and Kim Carnes.
  • E. Charles Leavitt
    Charles Leavitt is an American screenwriter best known for writing the screenplay for the film "Blood Diamond."
  • 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: Denis McCullough
Triple: [Irish Republican Brotherhood, notableMember, Denis McCullough]
Generated description
Denis McCullough was an Irish republican activist and leader who played a significant role in the nationalist movement in the early 20th century, including involvement in the events surrounding the 1916 Easter Rising.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Denis McCullough
Target entity description: Denis McCullough was an Irish republican activist and leader who played a significant role in the nationalist movement in the early 20th century, including involvement in the events surrounding the 1916 Easter Rising.
  • A. John McShain
    John McShain was an American building contractor known for constructing major U.S. landmarks, including the Pentagon and significant parts of Washington, D.C.'s federal architecture.
  • B. Paul Kellerman
    Paul Kellerman is a key antagonist in the television series "Prison Break," a Secret Service agent deeply involved in the conspiracy framing Lincoln Burrows.
  • C. Johnston McCulley
    Johnston McCulley was an American writer best known as the creator of the swashbuckling masked hero Zorro.
  • D. Duane Hitchings
    Duane Hitchings is an American songwriter, keyboardist, and producer known for his work in rock and pop music, including collaborations with artists like Rod Stewart and Kim Carnes.
  • E. Charles Leavitt
    Charles Leavitt is an American screenwriter best known for writing the screenplay for the film "Blood Diamond."
  • 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_69c008db906c819096f3597d55d95432 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0688275d0819086b58123c743a6db completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638935934819096a34da6f1b5110b completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63c71ac188190ad7912d2e6a68af8 completed March 27, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69c63cdf225c8190b26a23496d0acc1a completed March 27, 2026, 8:16 a.m.
Created at: March 22, 2026, 4:35 p.m.