Triple

T16585153
Position Surface form Disambiguated ID Type / Status
Subject James Frain E402937 entity
Predicate familyName P18 FINISHED
Object Frain
Frain is a surname most notably associated with English actor James Frain, known for his roles in film and television dramas.
 E1222167 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: Frain | Statement: [James Frain, familyName, Frain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frain
Context triple: [James Frain, familyName, Frain]
  • A. Arroyo
    Arroyo is a Spanish-origin surname commonly found in Spanish-speaking countries and among Hispanic communities worldwide.
  • B. 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.
  • C. Río Verde
    Río Verde is a sparsely populated rural commune in Chilean Patagonia, known for its sheep-farming estancias and windswept steppe landscapes along the Strait of Magellan.
  • D. Río Verde
    Río Verde is a river in southern Spain that flows through the municipality of Almuñécar in the province of Granada before reaching the Mediterranean Sea.
  • E. La Verde
    La Verde is the popular nickname of the Bolivia national football team, referencing the green color of their home kit.
  • 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: Frain
Triple: [James Frain, familyName, Frain]
Generated description
Frain is a surname most notably associated with English actor James Frain, known for his roles in film and television dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frain
Target entity description: Frain is a surname most notably associated with English actor James Frain, known for his roles in film and television dramas.
  • A. Arroyo
    Arroyo is a Spanish-origin surname commonly found in Spanish-speaking countries and among Hispanic communities worldwide.
  • B. 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.
  • C. Río Verde
    Río Verde is a sparsely populated rural commune in Chilean Patagonia, known for its sheep-farming estancias and windswept steppe landscapes along the Strait of Magellan.
  • D. Río Verde
    Río Verde is a river in southern Spain that flows through the municipality of Almuñécar in the province of Granada before reaching the Mediterranean Sea.
  • E. La Verde
    La Verde is the popular nickname of the Bolivia national football team, referencing the green color of their home kit.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3599b057881909fcb8bbb156633a8 completed April 18, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a007597905881909df7dc49961b6a02 completed May 10, 2026, 12:09 p.m.
NEDg Description generation batch_6a00766f057c8190a9929063525893d7 completed May 10, 2026, 12:13 p.m.
NED2 Entity disambiguation (via description) batch_6a0076d825ac81909647fb82b4a6914e completed May 10, 2026, 12:15 p.m.
Created at: April 10, 2026, 5:16 a.m.