Triple

T32732779
Position Surface form Disambiguated ID Type / Status
Subject 823 RED HORSE E836997 entity
Predicate RED HORSEExpansion P174746 FINISHED
Object Rapid Engineer Deployable Heavy Operational Repair Squadron Engineers
Rapid Engineer Deployable Heavy Operational Repair Squadron Engineers (RED HORSE) are specialized U.S. Air Force civil engineering units trained to rapidly deploy worldwide to construct, repair, and maintain airfields and other critical infrastructure in austere or contingency environments.
 E2018020 NE FINISHED

How this triple was built (3 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: Rapid Engineer Deployable Heavy Operational Repair Squadron Engineers | Statement: [823 RED HORSE, RED HORSEExpansion, Rapid Engineer Deployable Heavy Operational Repair Squadron Engineers]
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: Rapid Engineer Deployable Heavy Operational Repair Squadron Engineers
Triple: [823 RED HORSE, RED HORSEExpansion, Rapid Engineer Deployable Heavy Operational Repair Squadron Engineers]
Generated description
Rapid Engineer Deployable Heavy Operational Repair Squadron Engineers (RED HORSE) are specialized U.S. Air Force civil engineering units trained to rapidly deploy worldwide to construct, repair, and maintain airfields and other critical infrastructure in austere or contingency environments.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: RED HORSEExpansion
Context triple: [823 RED HORSE, RED HORSEExpansion, Rapid Engineer Deployable Heavy Operational Repair Squadron Engineers]
  • A. remnantExpansion
    Indicates that a remaining part or leftover portion of something grows, spreads, or extends beyond its original bounds.
  • B. expansionPack
    Indicates that one item serves as an add-on or supplementary content package that extends the features or scope of another item.
  • C. hordeNewRace
    Indicates that a new race is being added to or associated with the Horde faction.
  • D. hasExpansion
    Indicates that one entity serves as a larger, extended, or elaborated form of another entity.
  • E. introducedInExpansion
    Indicates that something (such as a feature, item, or concept) was first added or made available as part of a specific expansion.
  • F. None of above. chosen

Provenance (7 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_69f34935fb048190ad4967420581f835 completed April 30, 2026, 12:21 p.m.
NER Named-entity recognition batch_69f6c9013da48190915619e554f079ff completed May 3, 2026, 4:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a349edcb3708190a668ce20a12a5a6f completed June 19, 2026, 1:43 a.m.
NEDg Description generation batch_6a349f8044248190bb242457861c365e completed June 19, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_6a349fcf783881909cb072d0bbdbfce9 completed June 19, 2026, 1:47 a.m.
PD Predicate disambiguation batch_69f6c3f717a88190a924d614c2c9bca3 completed May 3, 2026, 3:41 a.m.
PDg Predicate description generation batch_69f6c5fa10dc8190b2c06e4c701bd246 completed May 3, 2026, 3:50 a.m.
Created at: May 1, 2026, 1:11 a.m.