Triple

T12553443
Position Surface form Disambiguated ID Type / Status
Subject Florian Munteanu E300152 entity
Predicate castMemberOf P7010 FINISHED
Object Borderlands (film)
Borderlands (film) is an upcoming live-action science fiction action-comedy based on the popular video game series, following a ragtag group of vault hunters on a chaotic adventure on the planet Pandora.
E280475 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: Borderlands (film) | Statement: [Florian Munteanu, castMemberOf, Borderlands (film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Borderlands (film)
Context triple: [Florian Munteanu, castMemberOf, Borderlands (film)]
  • A. Borderlands Line
    The Borderlands Line is a suburban railway route in north-east Wales and north-west England that links Wrexham with Bidston on the Wirral Peninsula.
  • B. Borderlands
    Borderlands is a popular first-person looter-shooter video game franchise known for its cel-shaded art style, dark humor, and cooperative gameplay on the lawless planet Pandora.
  • C. Borderlands/La Frontera
    Borderlands/La Frontera is Gloria Anzaldúa’s influential hybrid work of theory, memoir, and poetry that explores Chicana identity, border culture, and the politics of language and belonging.
  • D. Borderlands 3
    Borderlands 3 is a cel-shaded, loot-driven first-person shooter RPG developed by Gearbox Software that continues the chaotic, cooperative sci-fi action of the Borderlands series.
  • E. Tales from the Borderlands
    Tales from the Borderlands is an episodic, narrative-driven adventure game set in the Borderlands universe, known for its dark humor, strong characters, and choice-based storytelling.
  • 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: Borderlands (film)
Triple: [Florian Munteanu, castMemberOf, Borderlands (film)]
Generated description
Borderlands (film) is an upcoming live-action science fiction action-comedy based on the popular video game series, following a ragtag group of vault hunters on a chaotic adventure on the planet Pandora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Borderlands (film)
Target entity description: Borderlands (film) is an upcoming live-action science fiction action-comedy based on the popular video game series, following a ragtag group of vault hunters on a chaotic adventure on the planet Pandora.
  • A. Borderlands Line
    The Borderlands Line is a suburban railway route in north-east Wales and north-west England that links Wrexham with Bidston on the Wirral Peninsula.
  • B. Borderlands chosen
    Borderlands is a popular first-person looter-shooter video game franchise known for its cel-shaded art style, dark humor, and cooperative gameplay on the lawless planet Pandora.
  • C. Borderlands/La Frontera
    Borderlands/La Frontera is Gloria Anzaldúa’s influential hybrid work of theory, memoir, and poetry that explores Chicana identity, border culture, and the politics of language and belonging.
  • D. Borderlands 3
    Borderlands 3 is a cel-shaded, loot-driven first-person shooter RPG developed by Gearbox Software that continues the chaotic, cooperative sci-fi action of the Borderlands series.
  • E. Tales from the Borderlands
    Tales from the Borderlands is an episodic, narrative-driven adventure game set in the Borderlands universe, known for its dark humor, strong characters, and choice-based storytelling.
  • F. None of above.

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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9548444d081908f00cea1ce7032c7 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65587524881908c933490bface976 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656f812bc8190a2a691285fc30e03 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657ea0c6c8190992a0101904e92f2 completed May 2, 2026, 8 p.m.
Created at: April 8, 2026, 9:58 p.m.