Triple

T18298608
Position Surface form Disambiguated ID Type / Status
Subject Halo (ringworld) E438296 entity
Predicate partOf P40 FINISHED
Object Halo Array
The Halo Array is a network of massive ring-shaped superweapons in the Halo universe, built by the Forerunners to contain and eliminate the parasitic Flood by eradicating sentient life in the galaxy.
E1316863 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 Array | Statement: [Halo (ringworld), partOf, Halo Array]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Halo Array
Context triple: [Halo (ringworld), partOf, Halo Array]
  • A. Halo (song)
    "Halo" is a 2008 pop and R&B power ballad by Beyoncé, widely recognized for its soaring vocals and emotional, uplifting theme.
  • B. Halo Panopticon
    Halo Panopticon is a large, illuminated steel sculpture and viewing platform overlooking Haslingden in Lancashire, England, known as one of the region’s distinctive modern landmarks.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Array
Triple: [Halo (ringworld), partOf, Halo Array]
Generated description
The Halo Array is a network of massive ring-shaped superweapons in the Halo universe, built by the Forerunners to contain and eliminate the parasitic Flood by eradicating sentient life in the galaxy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Halo Array
Target entity description: The Halo Array is a network of massive ring-shaped superweapons in the Halo universe, built by the Forerunners to contain and eliminate the parasitic Flood by eradicating sentient life in the galaxy.
  • A. Halo (song)
    "Halo" is a 2008 pop and R&B power ballad by Beyoncé, widely recognized for its soaring vocals and emotional, uplifting theme.
  • B. Halo Panopticon
    Halo Panopticon is a large, illuminated steel sculpture and viewing platform overlooking Haslingden in Lancashire, England, known as one of the region’s distinctive modern landmarks.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_6a03bb5c7e4c8190b360b15b6e6ac677 completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bbfa0da481908bb0e388dcbe9913 completed May 12, 2026, 11:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03bd6078b88190887a32099fc31db0 completed May 12, 2026, 11:53 p.m.
Created at: April 10, 2026, 10:35 a.m.