Triple

T16101005
Position Surface form Disambiguated ID Type / Status
Subject Jimmy Shaker E390619 entity
Predicate blackmails P62416 FINISHED
Object Tom Mullen
Tom Mullen is the wealthy businessman and father at the center of the 1996 thriller film "Ransom," whose son is kidnapped and held for ransom.
E390618 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: Tom Mullen | Statement: [Jimmy Shaker, blackmails, Tom Mullen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Mullen
Context triple: [Jimmy Shaker, blackmails, Tom Mullen]
  • A. Tom Mullen
    Tom Mullen is the wealthy airline executive and desperate father at the center of the 1996 thriller film "Ransom," who takes extreme measures to rescue his kidnapped son.
  • B. Chuck Hagel
    Chuck Hagel is an American politician and Vietnam War veteran who served as a U.S. senator from Nebraska and as the 24th United States Secretary of Defense under President Barack Obama.
  • C. Jim Webb
    Jim Webb is an American politician, author, and former U.S. Senator from Virginia who also served as Secretary of the Navy and is known for his military service in the Vietnam War.
  • D. Hugh M. Elmendorf
    Hugh M. Elmendorf was a U.S. Army Air Corps officer and early military aviator who died in a 1933 aircraft accident and was later honored by having Elmendorf Air Force Base named after him.
  • E. Jacob Raines
    Jacob Raines is a fictional character from the television drama series "Good Behavior," which follows a con artist and thief trying to rebuild her life.
  • 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: Tom Mullen
Triple: [Jimmy Shaker, blackmails, Tom Mullen]
Generated description
Tom Mullen is the wealthy businessman and father at the center of the 1996 thriller film "Ransom," whose son is kidnapped and held for ransom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Mullen
Target entity description: Tom Mullen is the wealthy businessman and father at the center of the 1996 thriller film "Ransom," whose son is kidnapped and held for ransom.
  • A. Tom Mullen chosen
    Tom Mullen is the wealthy airline executive and desperate father at the center of the 1996 thriller film "Ransom," who takes extreme measures to rescue his kidnapped son.
  • B. Chuck Hagel
    Chuck Hagel is an American politician and Vietnam War veteran who served as a U.S. senator from Nebraska and as the 24th United States Secretary of Defense under President Barack Obama.
  • C. Jim Webb
    Jim Webb is an American politician, author, and former U.S. Senator from Virginia who also served as Secretary of the Navy and is known for his military service in the Vietnam War.
  • D. Hugh M. Elmendorf
    Hugh M. Elmendorf was a U.S. Army Air Corps officer and early military aviator who died in a 1933 aircraft accident and was later honored by having Elmendorf Air Force Base named after him.
  • E. Jacob Raines
    Jacob Raines is a fictional character from the television drama series "Good Behavior," which follows a con artist and thief trying to rebuild her life.
  • F. None of above.

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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff68686481909517eed4266729ca completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb9d6140819087f9b3dc549c4aec completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec273abc8190b050c50a395488ba completed May 10, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffecbd817881909cd8e8c69be1726f completed May 10, 2026, 2:26 a.m.
Created at: April 10, 2026, 5 a.m.