Triple

T2911009
Position Surface form Disambiguated ID Type / Status
Subject Fallout (video game series) E63681 entity
Predicate notableOrganization P7636 FINISHED
Object Vault-Tec
Vault-Tec is a fictional corporation in the Fallout video game series known for designing and operating the underground Vaults used as experimental shelters before and after nuclear war.
 E308880 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: Vault-Tec | Statement: [Fallout (video game series), notableOrganization, Vault-Tec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vault-Tec
Context triple: [Fallout (video game series), notableOrganization, Vault-Tec]
  • A. Nuka Bay
    Nuka Bay is a remote coastal inlet in southern Alaska known for its rugged wilderness, marine wildlife, and access to glaciers within the Kenai Peninsula region.
  • B. Sirius Cybernetics Corporation
    Sirius Cybernetics Corporation is a fictional company in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, notorious for producing irritating and malfunction-prone robots and technology.
  • C. Maryland Correctional Enterprises
    Maryland Correctional Enterprises is a state-run prison industry program in Maryland that provides work and job training opportunities to incarcerated individuals through the production of goods and services for government and nonprofit customers.
  • D. Springfield Armory
    Springfield Armory was a historic United States firearms manufacturing and military small arms research facility in Springfield, Massachusetts, that played a central role in American arms production from the Revolutionary War through the 20th century.
  • E. Mirage Enterprises
    Mirage Enterprises is a film production company best known for producing acclaimed movies such as the Academy Award–winning drama "Out of Africa."
  • 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: Vault-Tec
Triple: [Fallout (video game series), notableOrganization, Vault-Tec]
Generated description
Vault-Tec is a fictional corporation in the Fallout video game series known for designing and operating the underground Vaults used as experimental shelters before and after nuclear war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vault-Tec
Target entity description: Vault-Tec is a fictional corporation in the Fallout video game series known for designing and operating the underground Vaults used as experimental shelters before and after nuclear war.
  • A. Nuka Bay
    Nuka Bay is a remote coastal inlet in southern Alaska known for its rugged wilderness, marine wildlife, and access to glaciers within the Kenai Peninsula region.
  • B. Sirius Cybernetics Corporation
    Sirius Cybernetics Corporation is a fictional company in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, notorious for producing irritating and malfunction-prone robots and technology.
  • C. Maryland Correctional Enterprises
    Maryland Correctional Enterprises is a state-run prison industry program in Maryland that provides work and job training opportunities to incarcerated individuals through the production of goods and services for government and nonprofit customers.
  • D. Springfield Armory
    Springfield Armory was a historic United States firearms manufacturing and military small arms research facility in Springfield, Massachusetts, that played a central role in American arms production from the Revolutionary War through the 20th century.
  • E. Mirage Enterprises
    Mirage Enterprises is a film production company best known for producing acclaimed movies such as the Academy Award–winning drama "Out of Africa."
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0ea0ae4819096f17d74072b0b78 completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0562014fc8190b7b702fa40682382 completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b05f7e78e8819095185f170ca26bda completed March 10, 2026, 6:14 p.m.
NED2 Entity disambiguation (via description) batch_69b0617a21a881909a0f52268a2494a6 completed March 10, 2026, 6:22 p.m.
Created at: March 6, 2026, 10:11 p.m.