Triple

T18298624
Position Surface form Disambiguated ID Type / Status
Subject Halo (ringworld) E438296 entity
Predicate franchise P1500 FINISHED
Object Halo
Halo is a popular science fiction video game franchise centered on humanity’s battles against alien forces in a futuristic, interstellar setting.
E1318598 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 | Statement: [Halo (ringworld), franchise, Halo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Halo
Context triple: [Halo (ringworld), franchise, Halo]
  • A. Halo
    "Halo" is a power ballad by American singer Beyoncé, celebrated for its soaring vocals and emotional portrayal of unconditional love and vulnerability.
  • B. Halo
    Halo is the NATO reporting name for the Mil Mi-26, a Soviet/Russian heavy-lift cargo helicopter known as the largest and most powerful helicopter ever to enter serial production.
  • C. Halo
    Halo is a member of the Outsiders, a team of DC Comics superheroes known for operating independently of more traditional groups like the Justice League.
  • D. HALO
    HALO (Habitation and Logistics Outpost) is a planned NASA-led space station module that will serve as a crew habitat and logistics hub in lunar orbit as part of the Artemis program’s Gateway.
  • E. Halo: Combat Evolved
    Halo: Combat Evolved is a landmark 2001 first-person shooter developed by Bungie that launched the Halo franchise and helped define the original Xbox’s success.
  • 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
Triple: [Halo (ringworld), franchise, Halo]
Generated description
Halo is a popular science fiction video game franchise centered on humanity’s battles against alien forces in a futuristic, interstellar setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Halo
Target entity description: Halo is a popular science fiction video game franchise centered on humanity’s battles against alien forces in a futuristic, interstellar setting.
  • A. Halo
    "Halo" is a power ballad by American singer Beyoncé, celebrated for its soaring vocals and emotional portrayal of unconditional love and vulnerability.
  • B. Halo
    Halo is the NATO reporting name for the Mil Mi-26, a Soviet/Russian heavy-lift cargo helicopter known as the largest and most powerful helicopter ever to enter serial production.
  • C. Halo
    Halo is a member of the Outsiders, a team of DC Comics superheroes known for operating independently of more traditional groups like the Justice League.
  • D. HALO
    HALO (Habitation and Logistics Outpost) is a planned NASA-led space station module that will serve as a crew habitat and logistics hub in lunar orbit as part of the Artemis program’s Gateway.
  • E. Halo: Combat Evolved
    Halo: Combat Evolved is a landmark 2001 first-person shooter developed by Bungie that launched the Halo franchise and helped define the original Xbox’s success.
  • 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5017d96588190ac1e326803142976 completed April 19, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4ba8f2c819084cfe92ef3189126 completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c6004d8481908c8e0d5aca374dd3 completed May 13, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_6a03c705efbc8190a66a8a1016c5eacd completed May 13, 2026, 12:34 a.m.
Created at: April 10, 2026, 10:35 a.m.