Triple

T9115780
Position Surface form Disambiguated ID Type / Status
Subject Men of Lake-town E218715 entity
Predicate ruledBy P3022 FINISHED
Object Master of Lake-town
The Master of Lake-town is the shrewd and self-serving political leader of Esgaroth in J.R.R. Tolkien’s "The Hobbit," known for his cunning governance and eventual downfall.
E778878 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: Master of Lake-town | Statement: [Men of Lake-town, ruledBy, Master of Lake-town]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Lake-town
Context triple: [Men of Lake-town, ruledBy, Master of Lake-town]
  • A. Lord of Balaguer
    Lord of Balaguer is a traditional noble title in Spain historically associated with the Spanish monarchy and currently held by King Felipe VI.
  • B. Scouring of the Shire
    The Scouring of the Shire is the climactic episode in J.R.R. Tolkien’s The Lord of the Rings where the hobbits return home to find their land despoiled and lead a local uprising to restore it.
  • C. The Disaster of the Gladden Fields
    The Disaster of the Gladden Fields is a narrative in J.R.R. Tolkien’s legendarium recounting the ambush and death of Isildur and the loss of the One Ring near the Gladden Fields.
  • D. The Quest of Erebor
    The Quest of Erebor is a narrative by J.R.R. Tolkien that recounts Gandalf’s perspective on the events leading to Bilbo Baggins joining Thorin Oakenshield’s quest to reclaim the Lonely Mountain.
  • E. Dúnedain of the North
    The Dúnedain of the North are a remnant people of Númenórean descent in J.R.R. Tolkien’s Middle-earth, known as the Rangers who secretly protect Eriador and from whom Aragorn is descended.
  • 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: Master of Lake-town
Triple: [Men of Lake-town, ruledBy, Master of Lake-town]
Generated description
The Master of Lake-town is the shrewd and self-serving political leader of Esgaroth in J.R.R. Tolkien’s "The Hobbit," known for his cunning governance and eventual downfall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Lake-town
Target entity description: The Master of Lake-town is the shrewd and self-serving political leader of Esgaroth in J.R.R. Tolkien’s "The Hobbit," known for his cunning governance and eventual downfall.
  • A. Lord of Balaguer
    Lord of Balaguer is a traditional noble title in Spain historically associated with the Spanish monarchy and currently held by King Felipe VI.
  • B. Scouring of the Shire
    The Scouring of the Shire is the climactic episode in J.R.R. Tolkien’s The Lord of the Rings where the hobbits return home to find their land despoiled and lead a local uprising to restore it.
  • C. The Disaster of the Gladden Fields
    The Disaster of the Gladden Fields is a narrative in J.R.R. Tolkien’s legendarium recounting the ambush and death of Isildur and the loss of the One Ring near the Gladden Fields.
  • D. The Quest of Erebor
    The Quest of Erebor is a narrative by J.R.R. Tolkien that recounts Gandalf’s perspective on the events leading to Bilbo Baggins joining Thorin Oakenshield’s quest to reclaim the Lonely Mountain.
  • E. Dúnedain of the North
    The Dúnedain of the North are a remnant people of Númenórean descent in J.R.R. Tolkien’s Middle-earth, known as the Rangers who secretly protect Eriador and from whom Aragorn is descended.
  • 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.