Triple

T9677343
Position Surface form Disambiguated ID Type / Status
Subject Robert James Waller E234191 entity
Predicate familyName P18 FINISHED
Object Waller
Waller is a surname most notably associated with American author Robert James Waller, known for writing "The Bridges of Madison County."
 E813811 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: Waller | Statement: [Robert James Waller, familyName, Waller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waller
Context triple: [Robert James Waller, familyName, Waller]
  • A. Walling
    Walling is a surname most notably associated with William English Walling, an American labor reformer and co-founder of the NAACP.
  • B. Wallen
    Wallen is the colloquial Dutch name for Amsterdam’s famous Red Light District, known for its historic canals, legalized prostitution, and vibrant nightlife.
  • C. Wardell
    Wardell is the given first name of American character actor Ward Bond, known for his prolific roles in classic Hollywood films and Westerns.
  • D. Wylie
    Wylie is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • E. Whalley
    Whalley is a historic village in Lancashire, England, known for its medieval abbey ruins and picturesque setting in the Ribble Valley.
  • 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: Waller
Triple: [Robert James Waller, familyName, Waller]
Generated description
Waller is a surname most notably associated with American author Robert James Waller, known for writing "The Bridges of Madison County."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waller
Target entity description: Waller is a surname most notably associated with American author Robert James Waller, known for writing "The Bridges of Madison County."
  • A. Walling
    Walling is a surname most notably associated with William English Walling, an American labor reformer and co-founder of the NAACP.
  • B. Wallen
    Wallen is the colloquial Dutch name for Amsterdam’s famous Red Light District, known for its historic canals, legalized prostitution, and vibrant nightlife.
  • C. Wardell
    Wardell is the given first name of American character actor Ward Bond, known for his prolific roles in classic Hollywood films and Westerns.
  • D. Wylie
    Wylie is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • E. Whalley
    Whalley is a historic village in Lancashire, England, known for its medieval abbey ruins and picturesque setting in the Ribble Valley.
  • 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9c99ee0481908ead5f7112117c90 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a34adec8190a4a260d029e408aa completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18aa1e9a48190bf26da5482fd0770 completed April 4, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69d18b6a2fb0819092ee274310721b50 completed April 4, 2026, 10:06 p.m.
Created at: March 30, 2026, 8:16 p.m.