Triple

T6731018
Position Surface form Disambiguated ID Type / Status
Subject Mass Effect E153632 entity
Predicate mainCharacter P1183 FINISHED
Object Commander Shepard
Commander Shepard is the customizable human protagonist of the Mass Effect video game series, known for leading the fight against the Reapers and making pivotal choices that shape the galaxy’s fate.
E616000 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: Commander Shepard | Statement: [Mass Effect, mainCharacter, Commander Shepard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commander Shepard
Context triple: [Mass Effect, mainCharacter, Commander Shepard]
  • A. Shepard
    Shepard is a surname most famously associated with Sam Shepard, the American playwright, actor, and director known for his influential works in contemporary theater and film.
  • B. Shepard
    Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
  • C. Melinda May
    Melinda May is a highly skilled S.H.I.E.L.D. agent and pilot in the Marvel universe, renowned for her combat expertise, stoic demeanor, and loyalty to Director Phil Coulson's team.
  • D. Cayde-6
    Cayde-6 is a fan-favorite, wisecracking Hunter Vanguard and Exo character from the Destiny video game series.
  • E. Commander Tanya Kirbuk
    Commander Tanya Kirbuk is a Soviet spacecraft commander featured in the science fiction film "2010: The Year We Make Contact," where she plays a key role in the joint U.S.-Soviet mission to investigate the mysteries surrounding Jupiter and the monolith.
  • 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: Commander Shepard
Triple: [Mass Effect, mainCharacter, Commander Shepard]
Generated description
Commander Shepard is the customizable human protagonist of the Mass Effect video game series, known for leading the fight against the Reapers and making pivotal choices that shape the galaxy’s fate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commander Shepard
Target entity description: Commander Shepard is the customizable human protagonist of the Mass Effect video game series, known for leading the fight against the Reapers and making pivotal choices that shape the galaxy’s fate.
  • A. Shepard
    Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
  • B. Shepard
    Shepard is a surname most famously associated with Sam Shepard, the American playwright, actor, and director known for his influential works in contemporary theater and film.
  • C. Melinda May
    Melinda May is a highly skilled S.H.I.E.L.D. agent and pilot in the Marvel universe, renowned for her combat expertise, stoic demeanor, and loyalty to Director Phil Coulson's team.
  • D. Cayde-6
    Cayde-6 is a fan-favorite, wisecracking Hunter Vanguard and Exo character from the Destiny video game series.
  • E. Commander Tanya Kirbuk
    Commander Tanya Kirbuk is a Soviet spacecraft commander featured in the science fiction film "2010: The Year We Make Contact," where she plays a key role in the joint U.S.-Soviet mission to investigate the mysteries surrounding Jupiter and the monolith.
  • 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d16a30888190ae474d90bb71ac49 completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b029960819090de37c99e80ceb9 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70bf3e2fc8190bc5d044b890ddc02 completed March 27, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69c70cece560819099b488a95a3c79c5 completed March 27, 2026, 11:04 p.m.
Created at: March 27, 2026, 2:09 p.m.