Triple

T8511635
Position Surface form Disambiguated ID Type / Status
Subject Halo (video game series) E201466 entity
Predicate notableCharacter P1481 FINISHED
Object The Arbiter
The Arbiter is a prominent Sangheili warrior and former Covenant commander in the Halo series who becomes a key ally to humanity and plays a central role in the franchise’s overarching conflict.
E738570 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: The Arbiter | Statement: [Halo (video game series), notableCharacter, The Arbiter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Arbiter
Context triple: [Halo (video game series), notableCharacter, The Arbiter]
  • A. The Reach
    The Reach is a fertile and populous southern region of Westeros famed for its agriculture, chivalry, and the powerful House Tyrell of Highgarden.
  • B. Cayde-6
    Cayde-6 is a fan-favorite, wisecracking Hunter Vanguard and Exo character from the Destiny video game series.
  • C. 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.
  • D. Shepard
    Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
  • E. Children of Krios
    Children of Krios is a fictional cult-like organization in the Mass Effect universe associated with the drell assassin Thane Krios and his son Kolyat.
  • 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: The Arbiter
Triple: [Halo (video game series), notableCharacter, The Arbiter]
Generated description
The Arbiter is a prominent Sangheili warrior and former Covenant commander in the Halo series who becomes a key ally to humanity and plays a central role in the franchise’s overarching conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Arbiter
Target entity description: The Arbiter is a prominent Sangheili warrior and former Covenant commander in the Halo series who becomes a key ally to humanity and plays a central role in the franchise’s overarching conflict.
  • A. The Reach
    The Reach is a fertile and populous southern region of Westeros famed for its agriculture, chivalry, and the powerful House Tyrell of Highgarden.
  • B. Cayde-6
    Cayde-6 is a fan-favorite, wisecracking Hunter Vanguard and Exo character from the Destiny video game series.
  • C. 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.
  • D. Shepard
    Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
  • E. Children of Krios
    Children of Krios is a fictional cult-like organization in the Mass Effect universe associated with the drell assassin Thane Krios and his son Kolyat.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60b0d4c8190812ddbc1c17389c8 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e47542c8190af93dca3ce16a04b completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff9792c81908d76141904a170bc completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50acae5881908f1d2c0e21dd7f1d completed April 2, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:15 p.m.