Triple

T7288383
Position Surface form Disambiguated ID Type / Status
Subject Stargate Atlantis E163931 entity
Predicate mainCharacter P1183 FINISHED
Object John Sheppard
John Sheppard is a fictional U.S. Air Force officer and adventurous military leader who serves as the central protagonist of the science fiction television series Stargate Atlantis.
 E653914 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 Sheppard | Statement: [Stargate Atlantis, mainCharacter, John Sheppard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Sheppard
Context triple: [Stargate Atlantis, mainCharacter, John Sheppard]
  • A. John Sheppard
    John Sheppard, better known as Jack Sheppard, was an infamous early 18th-century English thief and prison escape artist whose daring breakouts made him a legendary folk figure.
  • B. Timothy McGee
    Timothy McGee is a technically skilled and intelligent NCIS special agent known for his computer expertise, analytical mind, and evolution from timid rookie to confident investigator on the TV series "NCIS."
  • C. John Hurley
    John Hurley is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
  • D. Matt Kowalski
    Matt Kowalski is a veteran NASA astronaut and spacewalker featured as a central character in the science fiction film "Gravity."
  • E. Kai Dugan
    Kai Dugan is the son of American actress Jennifer Connelly, known primarily for his connection to his famous mother.
  • 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 Sheppard
Triple: [Stargate Atlantis, mainCharacter, John Sheppard]
Generated description
John Sheppard is a fictional U.S. Air Force officer and adventurous military leader who serves as the central protagonist of the science fiction television series Stargate Atlantis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Sheppard
Target entity description: John Sheppard is a fictional U.S. Air Force officer and adventurous military leader who serves as the central protagonist of the science fiction television series Stargate Atlantis.
  • A. John Sheppard
    John Sheppard, better known as Jack Sheppard, was an infamous early 18th-century English thief and prison escape artist whose daring breakouts made him a legendary folk figure.
  • B. Timothy McGee
    Timothy McGee is a technically skilled and intelligent NCIS special agent known for his computer expertise, analytical mind, and evolution from timid rookie to confident investigator on the TV series "NCIS."
  • C. John Hurley
    John Hurley is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
  • D. Matt Kowalski
    Matt Kowalski is a veteran NASA astronaut and spacewalker featured as a central character in the science fiction film "Gravity."
  • E. Kai Dugan
    Kai Dugan is the son of American actress Jennifer Connelly, known primarily for his connection to his famous mother.
  • 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_69c6886093b88190a254b1ce6db8bae7 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb6a73fc8190ae5ce81fd3e46d87 completed March 27, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db4671e08190874d5e099e883509 completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dbc1ff0c8190bc7639a74a5d3af3 completed March 28, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc6873a081908ea4e953430ec20b completed March 28, 2026, 1:49 p.m.
Created at: March 27, 2026, 3 p.m.