Triple

T5741847
Position Surface form Disambiguated ID Type / Status
Subject Florian Ballhaus E126632 entity
Predicate notableWork P4 FINISHED
Object The Divergent Series: Allegiant
The Divergent Series: Allegiant is a 2016 science-fiction action film, based on Veronica Roth’s novel, that continues the dystopian saga of Tris Prior as she ventures beyond the walls of a faction-divided Chicago.
E547341 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 Divergent Series: Allegiant | Statement: [Florian Ballhaus, notableWork, The Divergent Series: Allegiant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Divergent Series: Allegiant
Context triple: [Florian Ballhaus, notableWork, The Divergent Series: Allegiant]
  • A. The Hunger Games: Mockingjay – Part 2
    The Hunger Games: Mockingjay – Part 2 is the 2015 dystopian science-fiction war film that concludes the Hunger Games film series, depicting Katniss Everdeen’s final uprising against the Capitol.
  • B. Divergent Series
    Divergent Series is a classic mathematical treatise by G. H. Hardy that systematically develops the theory and applications of divergent infinite series.
  • C. Divergent
    Divergent is a 2014 dystopian science-fiction film, based on Veronica Roth’s novel, set in a faction-divided future society and starring Shailene Woodley alongside Kate Winslet.
  • D. The Twilight Saga: Breaking Dawn – Part 2
    The Twilight Saga: Breaking Dawn – Part 2 is the 2012 fantasy romance film that concludes the popular Twilight Saga, depicting Bella and Edward’s new life with their daughter amid a climactic conflict with the Volturi.
  • E. Insurgent
    "Insurgent" is a 2015 science-fiction action film based on Veronica Roth's novel, serving as the second installment in the Divergent series.
  • 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 Divergent Series: Allegiant
Triple: [Florian Ballhaus, notableWork, The Divergent Series: Allegiant]
Generated description
The Divergent Series: Allegiant is a 2016 science-fiction action film, based on Veronica Roth’s novel, that continues the dystopian saga of Tris Prior as she ventures beyond the walls of a faction-divided Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Divergent Series: Allegiant
Target entity description: The Divergent Series: Allegiant is a 2016 science-fiction action film, based on Veronica Roth’s novel, that continues the dystopian saga of Tris Prior as she ventures beyond the walls of a faction-divided Chicago.
  • A. The Hunger Games: Mockingjay – Part 2
    The Hunger Games: Mockingjay – Part 2 is the 2015 dystopian science-fiction war film that concludes the Hunger Games film series, depicting Katniss Everdeen’s final uprising against the Capitol.
  • B. Divergent Series
    Divergent Series is a classic mathematical treatise by G. H. Hardy that systematically develops the theory and applications of divergent infinite series.
  • C. Divergent
    Divergent is a 2014 dystopian science-fiction film, based on Veronica Roth’s novel, set in a faction-divided future society and starring Shailene Woodley alongside Kate Winslet.
  • D. The Twilight Saga: Breaking Dawn – Part 2
    The Twilight Saga: Breaking Dawn – Part 2 is the 2012 fantasy romance film that concludes the popular Twilight Saga, depicting Bella and Edward’s new life with their daughter amid a climactic conflict with the Volturi.
  • E. Insurgent
    "Insurgent" is a 2015 science-fiction action film based on Veronica Roth's novel, serving as the second installment in the Divergent series.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0258382908190af8787feb1e5fbcd completed March 22, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097f655e881909f6944e9a9d27e6c completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098ba92408190b61b115540fce941 completed March 23, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c099b4bc4481909e7cf6886e5ccbea completed March 23, 2026, 1:39 a.m.
Created at: March 22, 2026, 3:48 p.m.