Triple

T12912210
Position Surface form Disambiguated ID Type / Status
Subject Fallout 2 E308888 entity
Predicate hasNotableLocation P3858 FINISHED
Object Arroyo
Arroyo is the small tribal village that serves as the player’s home and starting location in the post-apocalyptic role-playing game Fallout 2.
 E1055919 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: Arroyo | Statement: [Fallout 2, hasNotableLocation, Arroyo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arroyo
Context triple: [Fallout 2, hasNotableLocation, Arroyo]
  • A. Arroyo
    Arroyo is a Spanish-origin surname commonly found in Spanish-speaking countries and among Hispanic communities worldwide.
  • B. Arroyo del Valle
    Arroyo del Valle is a stream in Alameda County, California, that flows through and drains the Livermore Valley before joining the larger watershed of the region.
  • C. Arroyo Alamar
    Arroyo Alamar is a stream in Tijuana, Baja California, that flows through urban and industrial areas and contributes to the region’s hydrology and cross-border environmental concerns.
  • D. Big Arroyo
    Big Arroyo is a remote glacially carved valley and drainage in Sequoia National Park’s high Sierra Nevada, known for its rugged alpine scenery and backcountry hiking routes.
  • E. Río Seco
    Río Seco is a coastal river in the municipality of Almuñécar in Spain’s Granada province, flowing through the town before reaching the Mediterranean Sea.
  • 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: Arroyo
Triple: [Fallout 2, hasNotableLocation, Arroyo]
Generated description
Arroyo is the small tribal village that serves as the player’s home and starting location in the post-apocalyptic role-playing game Fallout 2.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arroyo
Target entity description: Arroyo is the small tribal village that serves as the player’s home and starting location in the post-apocalyptic role-playing game Fallout 2.
  • A. Arroyo
    Arroyo is a Spanish-origin surname commonly found in Spanish-speaking countries and among Hispanic communities worldwide.
  • B. Arroyo del Valle
    Arroyo del Valle is a stream in Alameda County, California, that flows through and drains the Livermore Valley before joining the larger watershed of the region.
  • C. Arroyo Alamar
    Arroyo Alamar is a stream in Tijuana, Baja California, that flows through urban and industrial areas and contributes to the region’s hydrology and cross-border environmental concerns.
  • D. Big Arroyo
    Big Arroyo is a remote glacially carved valley and drainage in Sequoia National Park’s high Sierra Nevada, known for its rugged alpine scenery and backcountry hiking routes.
  • E. Río Seco
    Río Seco is a coastal river in the municipality of Almuñécar in Spain’s Granada province, flowing through the town before reaching the Mediterranean Sea.
  • 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_69f7941b62bc819082ddb1f48497ff3a completed May 3, 2026, 6:29 p.m.
NEDg Description generation batch_69f798aab9c48190acaa78864e89411f completed May 3, 2026, 6:49 p.m.
NED2 Entity disambiguation (via description) batch_69f79943e4f4819098fa82cb6a32e08a completed May 3, 2026, 6:51 p.m.
Created at: April 9, 2026, 5:41 p.m.