Triple

T15377733
Position Surface form Disambiguated ID Type / Status
Subject Joel Miller (TV series character) E367712 entity
Predicate affiliation P10 FINISHED
Object Fireflies (temporary, mission-related)
Fireflies (temporary, mission-related) is a revolutionary militia group in The Last of Us TV series that opposes authoritarian rule and seeks a cure for the cordyceps infection.
E1152742 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: Fireflies (temporary, mission-related) | Statement: [Joel Miller (TV series character), affiliation, Fireflies (temporary, mission-related)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fireflies (temporary, mission-related)
Context triple: [Joel Miller (TV series character), affiliation, Fireflies (temporary, mission-related)]
  • A. Fireflies
    Fireflies is a 2005 country music album by Faith Hill that blends contemporary country-pop with introspective ballads and storytelling songs.
  • B. Fireflies
    "Fireflies" is a 2009 synth-pop song by Owl City that became a worldwide hit known for its whimsical lyrics and dreamy electronic sound.
  • C. Fireflies in the Garden
    Fireflies in the Garden is a 2008 American drama film exploring complex family relationships and long-buried emotional wounds, featuring an ensemble cast that includes Ryan Reynolds, Willem Dafoe, and Julia Roberts.
  • D. Flash Light
    "Flash Light" is a 1977 funk classic by Parliament that became one of the group's signature hits and a defining track of the P-Funk sound.
  • E. Lightning Bugs
    The Lightning Bugs are the athletic mascot representing Lehman College’s sports teams.
  • 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: Fireflies (temporary, mission-related)
Triple: [Joel Miller (TV series character), affiliation, Fireflies (temporary, mission-related)]
Generated description
Fireflies (temporary, mission-related) is a revolutionary militia group in The Last of Us TV series that opposes authoritarian rule and seeks a cure for the cordyceps infection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fireflies (temporary, mission-related)
Target entity description: Fireflies (temporary, mission-related) is a revolutionary militia group in The Last of Us TV series that opposes authoritarian rule and seeks a cure for the cordyceps infection.
  • A. Fireflies
    Fireflies is a 2005 country music album by Faith Hill that blends contemporary country-pop with introspective ballads and storytelling songs.
  • B. Fireflies
    "Fireflies" is a 2009 synth-pop song by Owl City that became a worldwide hit known for its whimsical lyrics and dreamy electronic sound.
  • C. Fireflies in the Garden
    Fireflies in the Garden is a 2008 American drama film exploring complex family relationships and long-buried emotional wounds, featuring an ensemble cast that includes Ryan Reynolds, Willem Dafoe, and Julia Roberts.
  • D. Flash Light
    "Flash Light" is a 1977 funk classic by Parliament that became one of the group's signature hits and a defining track of the P-Funk sound.
  • E. Lightning Bugs
    The Lightning Bugs are the athletic mascot representing Lehman College’s sports teams.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e5ece1081908d7c1289258b9c1f completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b56dd1c81909a3933330e85fe0e completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0c1fd2dc8190934b21837f0d8689 completed May 9, 2026, 10:27 a.m.
NED2 Entity disambiguation (via description) batch_69ff0c81636c81909536e69b48c5c400 completed May 9, 2026, 10:29 a.m.
Created at: April 10, 2026, 3:18 a.m.