Triple

T9115732
Position Surface form Disambiguated ID Type / Status
Subject Company of Thorin E218714 entity
Predicate member P10 FINISHED
Object Bifur
Bifur is a dwarf warrior in J.R.R. Tolkien's "The Hobbit," known as one of the thirteen companions who accompany Thorin Oakenshield on the quest to reclaim the Lonely Mountain.
 E778875 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: Bifur | Statement: [Company of Thorin, member, Bifur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bifur
Context triple: [Company of Thorin, member, Bifur]
  • A. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • B. Baflo
    Baflo is a village in the Dutch province of Groningen, known for its historic church and rural character.
  • C. Birs
    The Birs is a river in northwestern Switzerland that flows through the Jura region before joining the Rhine near Basel.
  • D. BIFA
    BIFA is the organization that runs the British Independent Film Awards, celebrating excellence in independent filmmaking in the United Kingdom.
  • E. Biri
    Biri is a coastal municipality in the Philippine province of Northern Samar, known for its dramatic rock formations and scenic seascapes.
  • 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: Bifur
Triple: [Company of Thorin, member, Bifur]
Generated description
Bifur is a dwarf warrior in J.R.R. Tolkien's "The Hobbit," known as one of the thirteen companions who accompany Thorin Oakenshield on the quest to reclaim the Lonely Mountain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bifur
Target entity description: Bifur is a dwarf warrior in J.R.R. Tolkien's "The Hobbit," known as one of the thirteen companions who accompany Thorin Oakenshield on the quest to reclaim the Lonely Mountain.
  • A. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • B. Baflo
    Baflo is a village in the Dutch province of Groningen, known for its historic church and rural character.
  • C. Birs
    The Birs is a river in northwestern Switzerland that flows through the Jura region before joining the Rhine near Basel.
  • D. BIFA
    BIFA is the organization that runs the British Independent Film Awards, celebrating excellence in independent filmmaking in the United Kingdom.
  • E. Biri
    Biri is a coastal municipality in the Philippine province of Northern Samar, known for its dramatic rock formations and scenic seascapes.
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8a1340881909dc791b825e87ef2 completed April 1, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0306837c0819099cd77925df0848d completed April 3, 2026, 9:26 p.m.
NEDg Description generation batch_69d032345f948190bdcb39b18b5f569d completed April 3, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69d032a9ee18819094931cfc13b8da32 completed April 3, 2026, 9:35 p.m.
Created at: March 30, 2026, 7:16 p.m.