Triple

T2557338
Position Surface form Disambiguated ID Type / Status
Subject Telltale Games E56755 entity
Predicate basedOnFranchises P39171 FINISHED
Object 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.
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 | Statement: [Telltale Games, basedOnFranchises, Borderlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Borderlands
Context triple: [Telltale Games, basedOnFranchises, Borderlands]
  • A. 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.
  • B. 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.
  • C. Bastion
    Bastion is a radiant, heavenly afterlife realm in World of Warcraft: Shadowlands, home to the angelic kyrian who shepherd souls to their final destinations.
  • D. Pathhead
    Pathhead is a small village in Midlothian, Scotland, known for its rural setting and proximity to Edinburgh.
  • E. The War Zone
    The War Zone is a 1999 British drama film, adapted from Alexander Stuart’s novel, that starkly explores familial abuse and trauma.
  • 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
Triple: [Telltale Games, basedOnFranchises, Borderlands]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Borderlands
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Bastion
    Bastion is a radiant, heavenly afterlife realm in World of Warcraft: Shadowlands, home to the angelic kyrian who shepherd souls to their final destinations.
  • D. Pathhead
    Pathhead is a small village in Midlothian, Scotland, known for its rural setting and proximity to Edinburgh.
  • E. The War Zone
    The War Zone is a 1999 British drama film, adapted from Alexander Stuart’s novel, that starkly explores familial abuse and trauma.
  • 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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd8317b0481908d6d1436732253b2 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af655f72fc81908a85a69f95d0b827 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af6d7cead48190b08b0a0648755d83 completed March 10, 2026, 1:01 a.m.
NED2 Entity disambiguation (via description) batch_69af6dfea8208190ae2e2a0bc3d91bc6 completed March 10, 2026, 1:03 a.m.
Created at: March 6, 2026, 9:48 p.m.