Triple

T11994225
Position Surface form Disambiguated ID Type / Status
Subject George Luz E285486 entity
Predicate appearsInEpisode P795 FINISHED
Object Replacements
Replacements is an episode of the World War II miniseries "Band of Brothers" that focuses on Easy Company's new paratrooper replacements as they join the unit in combat.
E958678 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: Replacements | Statement: [George Luz, appearsInEpisode, Replacements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Replacements
Context triple: [George Luz, appearsInEpisode, Replacements]
  • A. The Other Ones
    The Other Ones was a post-Grateful Dead rock band formed by surviving members of the Grateful Dead to continue performing the group’s music and related material.
  • B. Brokedown Palace
    "Brokedown Palace" is a reflective, country-tinged ballad by the Grateful Dead, known for its gentle melody and themes of farewell and homecoming.
  • C. Rockpile
    Rockpile is a renowned American Viticultural Area in Sonoma County, California, known for its high-elevation vineyards and intensely flavored Zinfandel wines.
  • D. Stones
    "Stones" is a track from Bruce Springsteen’s album *Western Stars*, reflecting the record’s cinematic, introspective Americana style.
  • E. Stones
    Stones are naturally occurring solid aggregates of minerals or mineraloids that form the basic building blocks of the Earth's crust and are widely used in construction, art, and cultural artifacts.
  • 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: Replacements
Triple: [George Luz, appearsInEpisode, Replacements]
Generated description
Replacements is an episode of the World War II miniseries "Band of Brothers" that focuses on Easy Company's new paratrooper replacements as they join the unit in combat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Replacements
Target entity description: Replacements is an episode of the World War II miniseries "Band of Brothers" that focuses on Easy Company's new paratrooper replacements as they join the unit in combat.
  • A. The Other Ones
    The Other Ones was a post-Grateful Dead rock band formed by surviving members of the Grateful Dead to continue performing the group’s music and related material.
  • B. Brokedown Palace
    "Brokedown Palace" is a reflective, country-tinged ballad by the Grateful Dead, known for its gentle melody and themes of farewell and homecoming.
  • C. Rockpile
    Rockpile is a renowned American Viticultural Area in Sonoma County, California, known for its high-elevation vineyards and intensely flavored Zinfandel wines.
  • D. Stones
    "Stones" is a track from Bruce Springsteen’s album *Western Stars*, reflecting the record’s cinematic, introspective Americana style.
  • E. Stones
    Stones are naturally occurring solid aggregates of minerals or mineraloids that form the basic building blocks of the Earth's crust and are widely used in construction, art, and cultural artifacts.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b211688190bfe6dd15c3f96d2f completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47273e1088190b899071baff1375a completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7d4ef081908f7f87d90c00d9ed completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47de8c9e48190af01918c9cd94c7d completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.