Triple

T19535440
Position Surface form Disambiguated ID Type / Status
Subject Trench E488755 entity
Predicate narrativeUniverse P3758 FINISHED
Object Dema
Dema is a fictional dystopian city central to Twenty One Pilots’ conceptual universe, particularly explored in their album "Trench."
 E1380988 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: Dema | Statement: [Trench, narrativeUniverse, Dema]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dema
Context triple: [Trench, narrativeUniverse, Dema]
  • A. Metema
    Metema is a border town in northwestern Ethiopia near Sudan, serving as a key transit point for cross-border trade and transport.
  • B. Demai
    Demai is a tractate of the Mishnah in Seder Zeraim that deals with agricultural produce of uncertain tithing status and the related laws of separating tithes.
  • C. Dawuro
    Dawuro is an administrative zone in the South West Region of Ethiopia, inhabited primarily by the Dawuro people and known for its distinct language and culture.
  • D. Emar
    Emar was an ancient Near Eastern city on the Euphrates River, known as a significant Late Bronze Age administrative and cultural center whose rich cuneiform archives have illuminated Hittite and Syrian history.
  • E. Alemi
    Alemi is a character from Anne McCaffrey's Dragonriders of Pern series, known as a talented seaman and musician who becomes Masterfisher of Pern.
  • 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: Dema
Triple: [Trench, narrativeUniverse, Dema]
Generated description
Dema is a fictional dystopian city central to Twenty One Pilots’ conceptual universe, particularly explored in their album "Trench."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dema
Target entity description: Dema is a fictional dystopian city central to Twenty One Pilots’ conceptual universe, particularly explored in their album "Trench."
  • A. Metema
    Metema is a border town in northwestern Ethiopia near Sudan, serving as a key transit point for cross-border trade and transport.
  • B. Demai
    Demai is a tractate of the Mishnah in Seder Zeraim that deals with agricultural produce of uncertain tithing status and the related laws of separating tithes.
  • C. Dawuro
    Dawuro is an administrative zone in the South West Region of Ethiopia, inhabited primarily by the Dawuro people and known for its distinct language and culture.
  • D. Emar
    Emar was an ancient Near Eastern city on the Euphrates River, known as a significant Late Bronze Age administrative and cultural center whose rich cuneiform archives have illuminated Hittite and Syrian history.
  • E. Alemi
    Alemi is a character from Anne McCaffrey's Dragonriders of Pern series, known as a talented seaman and musician who becomes Masterfisher of Pern.
  • 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_69d8e8db5b6c8190984b61f91981f575 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6386ddc208190962195b8aa568bed completed April 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e7f3a9c819083931b6c20dd47ba completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074ef599a88190a1edd95887a0c092 completed May 15, 2026, 4:51 p.m.
NED2 Entity disambiguation (via description) batch_6a074fa5d4ec81908900ebf532408239 completed May 15, 2026, 4:53 p.m.
Created at: April 10, 2026, 1:41 p.m.