Triple

T12912213
Position Surface form Disambiguated ID Type / Status
Subject Fallout 2 E308888 entity
Predicate hasNotableLocation P3858 FINISHED
Object Vault City
Vault City is a heavily regulated, xenophobic, and technologically advanced city-state in Fallout 2, known for its strict citizenship laws and reliance on pre-war Vault technology.
E1009339 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 City | Statement: [Fallout 2, hasNotableLocation, Vault City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vault City
Context triple: [Fallout 2, hasNotableLocation, Vault City]
  • A. Radiant City
    Radiant City is Le Corbusier’s influential modernist urban planning vision that proposed high-density towers set in open green spaces, strict zoning, and car-oriented infrastructure to create an ordered, efficient city.
  • B. Idle Valley
    Idle Valley is a broad, low-lying landscape in Nottinghamshire, England, characterized by wetlands, gravel pits, and nature reserves that support diverse bird and wildlife habitats.
  • C. Horizon City
    Horizon City is a growing suburban community in far West Texas, located just southeast of El Paso near the U.S.–Mexico border.
  • D. Bedrock
    Bedrock is the prehistoric, stone-age town that serves as the primary setting of the animated television series "The Flintstones."
  • E. Moonhaven
    Moonhaven is a science fiction television series set in a utopian lunar colony that becomes central to humanity’s survival.
  • 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 City
Triple: [Fallout 2, hasNotableLocation, Vault City]
Generated description
Vault City is a heavily regulated, xenophobic, and technologically advanced city-state in Fallout 2, known for its strict citizenship laws and reliance on pre-war Vault technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vault City
Target entity description: Vault City is a heavily regulated, xenophobic, and technologically advanced city-state in Fallout 2, known for its strict citizenship laws and reliance on pre-war Vault technology.
  • A. Radiant City
    Radiant City is Le Corbusier’s influential modernist urban planning vision that proposed high-density towers set in open green spaces, strict zoning, and car-oriented infrastructure to create an ordered, efficient city.
  • B. Idle Valley
    Idle Valley is a broad, low-lying landscape in Nottinghamshire, England, characterized by wetlands, gravel pits, and nature reserves that support diverse bird and wildlife habitats.
  • C. Horizon City
    Horizon City is a growing suburban community in far West Texas, located just southeast of El Paso near the U.S.–Mexico border.
  • D. Bedrock
    Bedrock is the prehistoric, stone-age town that serves as the primary setting of the animated television series "The Flintstones."
  • E. Moonhaven
    Moonhaven is a science fiction television series set in a utopian lunar colony that becomes central to humanity’s survival.
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9719f96248190b746f9d4a468560c completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a56b50b48190a0deefd491ed8c4a completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a6db731c819091b96c4ed6a50f19 completed May 3, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69f6a8a4b0d08190b91fd46ece569039 completed May 3, 2026, 1:45 a.m.
Created at: April 9, 2026, 5:41 p.m.