Triple

T4847145
Position Surface form Disambiguated ID Type / Status
Subject McNamara brothers bombing case E108317 entity
Predicate hasDefendants P43041 FINISHED
Object John J. McNamara
John J. McNamara was an American labor union official best known for his role as a defendant in the early 20th-century Los Angeles Times bombing case involving the McNamara brothers.
 E475929 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: John J. McNamara | Statement: [McNamara brothers bombing case, hasDefendants, John J. McNamara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John J. McNamara
Context triple: [McNamara brothers bombing case, hasDefendants, John J. McNamara]
  • A. Gene Keady
    Gene Keady is a highly respected American college basketball coach best known for his long, successful tenure leading the Purdue Boilermakers.
  • B. Frank Leahy
    Frank Leahy was a legendary American college football coach best known for leading the University of Notre Dame to multiple national championships in the 1940s and early 1950s.
  • C. Jim Hughson
    Jim Hughson is a Canadian sportscaster best known as one of the premier play-by-play voices in NHL broadcasting.
  • D. Donald Malarkey
    Donald Malarkey was a real-life U.S. Army paratrooper of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was famously depicted in the miniseries "Band of Brothers."
  • E. Tom Dugan
    Tom Dugan was an American character actor of the early 20th century, known for his numerous supporting roles in Hollywood films.
  • 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: John J. McNamara
Triple: [McNamara brothers bombing case, hasDefendants, John J. McNamara]
Generated description
John J. McNamara was an American labor union official best known for his role as a defendant in the early 20th-century Los Angeles Times bombing case involving the McNamara brothers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John J. McNamara
Target entity description: John J. McNamara was an American labor union official best known for his role as a defendant in the early 20th-century Los Angeles Times bombing case involving the McNamara brothers.
  • A. Gene Keady
    Gene Keady is a highly respected American college basketball coach best known for his long, successful tenure leading the Purdue Boilermakers.
  • B. Frank Leahy
    Frank Leahy was a legendary American college football coach best known for leading the University of Notre Dame to multiple national championships in the 1940s and early 1950s.
  • C. Jim Hughson
    Jim Hughson is a Canadian sportscaster best known as one of the premier play-by-play voices in NHL broadcasting.
  • D. Donald Malarkey
    Donald Malarkey was a real-life U.S. Army paratrooper of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was famously depicted in the miniseries "Band of Brothers."
  • E. Tom Dugan
    Tom Dugan was an American character actor of the early 20th century, known for his numerous supporting roles in Hollywood films.
  • 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_69bd4409b264819085ab855f3eb5381a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d1aefdc8190910b78615730f991 completed March 20, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67d70dd0819094b6b2906a9d03b5 completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be6846dfdc8190b45afc3fe92724fc completed March 21, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69be68c77c088190a57376c608abe4c0 completed March 21, 2026, 9:45 a.m.
Created at: March 20, 2026, 1:25 p.m.