Triple

T13175173
Position Surface form Disambiguated ID Type / Status
Subject Edward Buckland E313079 entity
Predicate appearsIn P795 FINISHED
Object Halo novels
The Halo novels are a series of science fiction books that expand the universe, characters, and lore of the Halo video game franchise beyond the events depicted in the games.
 E1025228 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: Halo novels | Statement: [Edward Buckland, appearsIn, Halo novels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Halo novels
Context triple: [Edward Buckland, appearsIn, Halo novels]
  • A. The Halo Benders
    The Halo Benders were an American indie rock band formed as a side project by Built to Spill’s Doug Martsch and Beat Happening’s Calvin Johnson, known for their offbeat songwriting and contrasting vocal styles.
  • B. Halo (TV series)
    Halo (TV series) is a live-action science fiction television adaptation of the popular Halo video game franchise, following the conflict between humanity and the alien Covenant in a militarized future.
  • C. Halo
    "Halo" is a power ballad by American singer Beyoncé, celebrated for its soaring vocals and emotional portrayal of unconditional love and vulnerability.
  • D. Halo: Fireteam Raven
    Halo: Fireteam Raven is an arcade-style cooperative shooter set in the Halo universe, following an elite ODST squad fighting alongside Master Chief during the events of the original game.
  • E. Halo: Nightfall
    Halo: Nightfall is a live-action digital miniseries set in the Halo video game universe, produced by Ridley Scott and serving as a narrative bridge between Halo 4 and Halo 5: Guardians.
  • 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: Halo novels
Triple: [Edward Buckland, appearsIn, Halo novels]
Generated description
The Halo novels are a series of science fiction books that expand the universe, characters, and lore of the Halo video game franchise beyond the events depicted in the games.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Halo novels
Target entity description: The Halo novels are a series of science fiction books that expand the universe, characters, and lore of the Halo video game franchise beyond the events depicted in the games.
  • A. The Halo Benders
    The Halo Benders were an American indie rock band formed as a side project by Built to Spill’s Doug Martsch and Beat Happening’s Calvin Johnson, known for their offbeat songwriting and contrasting vocal styles.
  • B. Halo (TV series)
    Halo (TV series) is a live-action science fiction television adaptation of the popular Halo video game franchise, following the conflict between humanity and the alien Covenant in a militarized future.
  • C. Halo
    "Halo" is a power ballad by American singer Beyoncé, celebrated for its soaring vocals and emotional portrayal of unconditional love and vulnerability.
  • D. Halo: Fireteam Raven
    Halo: Fireteam Raven is an arcade-style cooperative shooter set in the Halo universe, following an elite ODST squad fighting alongside Master Chief during the events of the original game.
  • E. Halo: Nightfall
    Halo: Nightfall is a live-action digital miniseries set in the Halo video game universe, produced by Ridley Scott and serving as a narrative bridge between Halo 4 and Halo 5: Guardians.
  • 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_69d806ac3ee081909b2fd27d060aa974 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c303e3c819086cf0f0b6d9e61ca completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eafe03c48190992df41f77fb043e completed May 3, 2026, 6:28 a.m.
NEDg Description generation batch_69f6f02dcce88190bdb07e271a52729a completed May 3, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69f6f09ff1088190812008373c0553d5 completed May 3, 2026, 6:52 a.m.
Created at: April 9, 2026, 9:14 p.m.