Triple

T18821353
Position Surface form Disambiguated ID Type / Status
Subject The Expatriate (2012 film) E460269 entity
Predicate characterOccupation P268 FINISHED
Object Ben Logan – former CIA operative
Ben Logan is the protagonist of the 2012 action thriller "The Expatriate," a skilled former CIA operative forced to protect his daughter while uncovering a deadly international conspiracy.
E1344098 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: Ben Logan – former CIA operative | Statement: [The Expatriate (2012 film), characterOccupation, Ben Logan – former CIA operative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ben Logan – former CIA operative
Context triple: [The Expatriate (2012 film), characterOccupation, Ben Logan – former CIA operative]
  • A. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • B. Dick Logan
    Dick Logan was a prominent figure associated with aviation or local leadership in Billings, Montana, for whom Billings Logan International Airport is named.
  • C. Napoleon Solo
    Napoleon Solo is a suave, resourceful American CIA agent who teams up with a KGB counterpart to thwart international threats in the 1960s-set spy adventure "The Man from U.N.C.L.E."
  • D. CIA operative Bill Wilson
    CIA operative Bill Wilson is a fictional intelligence agent featured in the 2012 Batman film "The Dark Knight Rises," portrayed by actor Aidan Gillen.
  • E. John Clark
    John Clark is a highly skilled and ruthless covert operative in Tom Clancy’s Jack Ryan universe, known for his expertise in special operations and intelligence work.
  • 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: Ben Logan – former CIA operative
Triple: [The Expatriate (2012 film), characterOccupation, Ben Logan – former CIA operative]
Generated description
Ben Logan is the protagonist of the 2012 action thriller "The Expatriate," a skilled former CIA operative forced to protect his daughter while uncovering a deadly international conspiracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ben Logan – former CIA operative
Target entity description: Ben Logan is the protagonist of the 2012 action thriller "The Expatriate," a skilled former CIA operative forced to protect his daughter while uncovering a deadly international conspiracy.
  • A. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • B. Dick Logan
    Dick Logan was a prominent figure associated with aviation or local leadership in Billings, Montana, for whom Billings Logan International Airport is named.
  • C. Napoleon Solo
    Napoleon Solo is a suave, resourceful American CIA agent who teams up with a KGB counterpart to thwart international threats in the 1960s-set spy adventure "The Man from U.N.C.L.E."
  • D. CIA operative Bill Wilson
    CIA operative Bill Wilson is a fictional intelligence agent featured in the 2012 Batman film "The Dark Knight Rises," portrayed by actor Aidan Gillen.
  • E. John Clark
    John Clark is a highly skilled and ruthless covert operative in Tom Clancy’s Jack Ryan universe, known for his expertise in special operations and intelligence work.
  • 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a6ba90988190a93e1c2fa23b3d1d completed April 20, 2026, 4:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bcc75e0819089a03d82965d3721 completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055d9a9da88190b974e8803ca8537f completed May 14, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_6a055e1a22308190bb7f2337fabc5bdf completed May 14, 2026, 5:31 a.m.
Created at: April 10, 2026, 11:55 a.m.