Triple

T475842
Position Surface form Disambiguated ID Type / Status
Subject The Hobbit film trilogy E9058 entity
Predicate hasPart P35 FINISHED
Object The Hobbit: The Battle of the Five Armies
The Hobbit: The Battle of the Five Armies is a 2014 epic fantasy film directed by Peter Jackson that concludes the cinematic adaptation of J.R.R. Tolkien’s The Hobbit with a large-scale climactic war for control of the Lonely Mountain.
E61181 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: The Hobbit: The Battle of the Five Armies | Statement: [The Hobbit film trilogy, hasPart, The Hobbit: The Battle of the Five Armies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hobbit: The Battle of the Five Armies
Context triple: [The Hobbit film trilogy, hasPart, The Hobbit: The Battle of the Five Armies]
  • A. The Hobbit: The Desolation of Smaug
    The Hobbit: The Desolation of Smaug is a 2013 fantasy adventure film directed by Peter Jackson that continues Bilbo Baggins’ journey with Thorin Oakenshield’s company as they confront the dragon Smaug in J.R.R. Tolkien’s Middle-earth.
  • B. The Hobbit: An Unexpected Journey
    The Hobbit: An Unexpected Journey is a 2012 fantasy adventure film directed by Peter Jackson, serving as the first installment in the cinematic adaptation of J.R.R. Tolkien’s novel The Hobbit and a prequel to The Lord of the Rings trilogy.
  • C. The Hobbit film trilogy
    The Hobbit film trilogy is a series of three epic fantasy adventure films directed by Peter Jackson, adapting J.R.R. Tolkien’s novel as a cinematic prequel to The Lord of the Rings.
  • D. The Lord of the Rings: The Return of the King
    The Lord of the Rings: The Return of the King is an epic fantasy film directed by Peter Jackson that concludes the Lord of the Rings trilogy, renowned for its sweeping storytelling, groundbreaking visual effects, and multiple Academy Awards including Best Picture.
  • E. The Lord of the Rings film trilogy
    The Lord of the Rings film trilogy is a critically acclaimed series of epic fantasy films directed by Peter Jackson, adapted from J.R.R. Tolkien’s novels and renowned for its groundbreaking visual effects and expansive world-building.
  • 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: The Hobbit: The Battle of the Five Armies
Triple: [The Hobbit film trilogy, hasPart, The Hobbit: The Battle of the Five Armies]
Generated description
The Hobbit: The Battle of the Five Armies is a 2014 epic fantasy film directed by Peter Jackson that concludes the cinematic adaptation of J.R.R. Tolkien’s The Hobbit with a large-scale climactic war for control of the Lonely Mountain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hobbit: The Battle of the Five Armies
Target entity description: The Hobbit: The Battle of the Five Armies is a 2014 epic fantasy film directed by Peter Jackson that concludes the cinematic adaptation of J.R.R. Tolkien’s The Hobbit with a large-scale climactic war for control of the Lonely Mountain.
  • A. The Hobbit: The Desolation of Smaug
    The Hobbit: The Desolation of Smaug is a 2013 fantasy adventure film directed by Peter Jackson that continues Bilbo Baggins’ journey with Thorin Oakenshield’s company as they confront the dragon Smaug in J.R.R. Tolkien’s Middle-earth.
  • B. The Hobbit: An Unexpected Journey
    The Hobbit: An Unexpected Journey is a 2012 fantasy adventure film directed by Peter Jackson, serving as the first installment in the cinematic adaptation of J.R.R. Tolkien’s novel The Hobbit and a prequel to The Lord of the Rings trilogy.
  • C. The Hobbit film trilogy
    The Hobbit film trilogy is a series of three epic fantasy adventure films directed by Peter Jackson, adapting J.R.R. Tolkien’s novel as a cinematic prequel to The Lord of the Rings.
  • D. The Lord of the Rings: The Return of the King
    The Lord of the Rings: The Return of the King is an epic fantasy film directed by Peter Jackson that concludes the Lord of the Rings trilogy, renowned for its sweeping storytelling, groundbreaking visual effects, and multiple Academy Awards including Best Picture.
  • E. The Lord of the Rings film trilogy
    The Lord of the Rings film trilogy is a critically acclaimed series of epic fantasy films directed by Peter Jackson, adapted from J.R.R. Tolkien’s novels and renowned for its groundbreaking visual effects and expansive world-building.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f03b5e5081908ee3dba9d19a6871 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4777ac3748190989ab6a9565d2c8a completed March 1, 2026, 5:29 p.m.
NEDg Description generation batch_69a477e15cd08190a9491a42d8739b83 completed March 1, 2026, 5:31 p.m.
NED2 Entity disambiguation (via description) batch_69a4782d92cc81909b41dfcbe4ab3938 completed March 1, 2026, 5:32 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.