Triple

T3067894
Position Surface form Disambiguated ID Type / Status
Subject Shooter (2007 film) E62149 entity
Predicate leadActorRole P5563 FINISHED
Object Mark Wahlberg as Bob Lee Swagger
Mark Wahlberg as Bob Lee Swagger portrays a highly skilled and wrongfully framed ex-Marine sniper who seeks to uncover a government conspiracy and clear his name.
 E322045 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: Mark Wahlberg as Bob Lee Swagger | Statement: [Shooter (2007 film), leadActorRole, Mark Wahlberg as Bob Lee Swagger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Wahlberg as Bob Lee Swagger
Context triple: [Shooter (2007 film), leadActorRole, Mark Wahlberg as Bob Lee Swagger]
  • A. Bullet Rogan
    Bullet Rogan was a legendary two-way star of Negro league baseball, renowned as both a dominant pitcher and powerful hitter in the early 20th century.
  • B. Harry Hawk
    Harry Hawk is the main bird-themed mascot of Japan’s Fukuoka SoftBank Hawks professional baseball team, known for entertaining fans at games and events.
  • C. John Garrett (MCU)
    John Garrett (MCU) is a former S.H.I.E.L.D. agent turned cybernetically enhanced HYDRA operative and primary antagonist in Marvel's Agents of S.H.I.E.L.D.
  • D. Luke Hobbs
    Luke Hobbs is a hulking, no-nonsense DSS agent and fan-favorite action hero from the Fast & Furious franchise known for his brute strength, loyalty, and deadpan humor.
  • E. John "Breacher" Wharton
    John "Breacher" Wharton is the tough, battle-hardened leader of an elite DEA special operations team portrayed by Arnold Schwarzenegger in the action thriller film "Sabotage."
  • 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: Mark Wahlberg as Bob Lee Swagger
Triple: [Shooter (2007 film), leadActorRole, Mark Wahlberg as Bob Lee Swagger]
Generated description
Mark Wahlberg as Bob Lee Swagger portrays a highly skilled and wrongfully framed ex-Marine sniper who seeks to uncover a government conspiracy and clear his name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Wahlberg as Bob Lee Swagger
Target entity description: Mark Wahlberg as Bob Lee Swagger portrays a highly skilled and wrongfully framed ex-Marine sniper who seeks to uncover a government conspiracy and clear his name.
  • A. Bullet Rogan
    Bullet Rogan was a legendary two-way star of Negro league baseball, renowned as both a dominant pitcher and powerful hitter in the early 20th century.
  • B. Harry Hawk
    Harry Hawk is the main bird-themed mascot of Japan’s Fukuoka SoftBank Hawks professional baseball team, known for entertaining fans at games and events.
  • C. John Garrett (MCU)
    John Garrett (MCU) is a former S.H.I.E.L.D. agent turned cybernetically enhanced HYDRA operative and primary antagonist in Marvel's Agents of S.H.I.E.L.D.
  • D. Luke Hobbs
    Luke Hobbs is a hulking, no-nonsense DSS agent and fan-favorite action hero from the Fast & Furious franchise known for his brute strength, loyalty, and deadpan humor.
  • E. John "Breacher" Wharton
    John "Breacher" Wharton is the tough, battle-hardened leader of an elite DEA special operations team portrayed by Arnold Schwarzenegger in the action thriller film "Sabotage."
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fea06881909e5251eea26599ac completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef1972e08190942a068c0c563e52 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1efa8c11081908661b33e465e11bc completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f062abf48190ab891463c5b33622 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3:02 p.m.