Triple

T13995102
Position Surface form Disambiguated ID Type / Status
Subject Frankie Bridge E336674 entity
Predicate familyName P18 FINISHED
Object Sandford
Sandford is the maiden surname of English singer and television personality Frankie Bridge, formerly known as Frankie Sandford from the girl group The Saturdays.
E1074157 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: Sandford | Statement: [Frankie Bridge, familyName, Sandford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandford
Context triple: [Frankie Bridge, familyName, Sandford]
  • A. Sandford
    Sandford is the fictional English village that serves as the primary setting of the film "Hot Fuzz."
  • B. Sandford
    Sandford is the given name of Sandford Fleming, the Canadian engineer and inventor best known for proposing worldwide standard time zones.
  • C. Stopford
    Stopford refers to Lieutenant-General Sir Montagu Stopford, a British Army officer who played a key leadership role in the Burma Campaign of World War II, particularly noted for his command in the Southeast Asian theater.
  • D. Brighton-Le-Sands
    Brighton-Le-Sands is a coastal suburb in southern Sydney, Australia, known for its popular beach, promenade, and views across Botany Bay.
  • E. Durford
    Durford is a small settlement in West Sussex, England, situated in the countryside near the River Rother.
  • 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: Sandford
Triple: [Frankie Bridge, familyName, Sandford]
Generated description
Sandford is the maiden surname of English singer and television personality Frankie Bridge, formerly known as Frankie Sandford from the girl group The Saturdays.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandford
Target entity description: Sandford is the maiden surname of English singer and television personality Frankie Bridge, formerly known as Frankie Sandford from the girl group The Saturdays.
  • A. Sandford
    Sandford is the given name of Sandford Fleming, the Canadian engineer and inventor best known for proposing worldwide standard time zones.
  • B. Sandford
    Sandford is the fictional English village that serves as the primary setting of the film "Hot Fuzz."
  • C. Stopford
    Stopford refers to Lieutenant-General Sir Montagu Stopford, a British Army officer who played a key leadership role in the Burma Campaign of World War II, particularly noted for his command in the Southeast Asian theater.
  • D. Brighton-Le-Sands
    Brighton-Le-Sands is a coastal suburb in southern Sydney, Australia, known for its popular beach, promenade, and views across Botany Bay.
  • E. Durford
    Durford is a small settlement in West Sussex, England, situated in the countryside near the River Rother.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb53f508190855cd69b8061dd77 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9d4a54819091c7efbeb4dcc5f7 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbadc6cb2c8190bdf66ad1fa6dd392 completed May 6, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69fbb01071408190a85e5e9be0150593 completed May 6, 2026, 9:18 p.m.
Created at: April 9, 2026, 10:19 p.m.