Triple

T4928524
Position Surface form Disambiguated ID Type / Status
Subject Nouriel Roubini E110634 entity
Predicate nickname P55 FINISHED
Object Dr. Doom
Dr. Doom is the nickname of economist Nouriel Roubini, known for his pessimistic financial forecasts and for having predicted the 2008 global financial crisis.
 E480321 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: Dr. Doom | Statement: [Nouriel Roubini, nickname, Dr. Doom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr. Doom
Context triple: [Nouriel Roubini, nickname, Dr. Doom]
  • A. Doctor Doom
    Doctor Doom is a brilliant but tyrannical supervillain and arch-enemy of the Fantastic Four in Marvel Comics, known for his mastery of both advanced technology and sorcery.
  • B. Baron Mordo
    Baron Mordo is a powerful Marvel Comics sorcerer, often depicted as both mentor and rival to Doctor Strange, whose mastery of the mystic arts and shifting loyalties make him a complex and formidable figure.
  • C. Absorbing Man
    Absorbing Man is a Marvel Comics supervillain, often depicted as a formidable foe of heroes like Thor and the Hulk, who can magically absorb the properties of anything he touches.
  • D. Arnim Zola
    Arnim Zola is a Marvel Comics supervillain and mad scientist known for transferring his consciousness into robotic bodies and serving as a key genetic engineer for Hydra.
  • E. Agamotto
    Agamotto is a powerful mystical entity in Marvel Comics, revered as one of the first Sorcerer Supremes and the creator of several magical artifacts used by Doctor Strange.
  • 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: Dr. Doom
Triple: [Nouriel Roubini, nickname, Dr. Doom]
Generated description
Dr. Doom is the nickname of economist Nouriel Roubini, known for his pessimistic financial forecasts and for having predicted the 2008 global financial crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dr. Doom
Target entity description: Dr. Doom is the nickname of economist Nouriel Roubini, known for his pessimistic financial forecasts and for having predicted the 2008 global financial crisis.
  • A. Doctor Doom
    Doctor Doom is a brilliant but tyrannical supervillain and arch-enemy of the Fantastic Four in Marvel Comics, known for his mastery of both advanced technology and sorcery.
  • B. Baron Mordo
    Baron Mordo is a powerful Marvel Comics sorcerer, often depicted as both mentor and rival to Doctor Strange, whose mastery of the mystic arts and shifting loyalties make him a complex and formidable figure.
  • C. Absorbing Man
    Absorbing Man is a Marvel Comics supervillain, often depicted as a formidable foe of heroes like Thor and the Hulk, who can magically absorb the properties of anything he touches.
  • D. Arnim Zola
    Arnim Zola is a Marvel Comics supervillain and mad scientist known for transferring his consciousness into robotic bodies and serving as a key genetic engineer for Hydra.
  • E. Agamotto
    Agamotto is a powerful mystical entity in Marvel Comics, revered as one of the first Sorcerer Supremes and the creator of several magical artifacts used by Doctor Strange.
  • 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_69bd4415190c8190817bee7ec9f9f944 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7038c12c81908a793b4a8768c28a completed March 20, 2026, 4:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77af13308190b99f3aca0cb44c61 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be781aa8648190a58587e6f3e04e11 completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be78a0bdc88190bd8458658f15f879 completed March 21, 2026, 10:53 a.m.
Created at: March 20, 2026, 1:30 p.m.