Triple

T4928552
Position Surface form Disambiguated ID Type / Status
Subject Nouriel Roubini E110634 entity
Predicate hasTwitterAccount P57 FINISHED
Object @Nouriel
@Nouriel is the Twitter account of economist Nouriel Roubini, known for his pessimistic financial forecasts and early warnings about the 2008 global financial crisis.
 E480324 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: @Nouriel | Statement: [Nouriel Roubini, hasTwitterAccount, @Nouriel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: @Nouriel
Context triple: [Nouriel Roubini, hasTwitterAccount, @Nouriel]
  • A. NBU
    NBU is the central bank of Ukraine, responsible for the country’s monetary policy, currency stability, and regulation of the banking system.
  • B. NUE
    NUE is the three-letter IATA airport code for Nuremberg Airport in Nuremberg, Germany.
  • C. Nur
    Nur is a minor yet pivotal character in Naguib Mahfouz’s novel "The Thief and the Dogs," serving as a sympathetic figure who offers refuge and emotional support to the fugitive protagonist, Said Mahran.
  • D. al-Natsheh
    al-Natsheh is an Arabic family name associated with Palestinian individuals and families, including political and public figures.
  • E. NAFU
    NAFU (North American Football Union) is a regional football governing body in North America that oversees and organizes competitions and development for member national teams within the CONCACAF structure.
  • 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: @Nouriel
Triple: [Nouriel Roubini, hasTwitterAccount, @Nouriel]
Generated description
@Nouriel is the Twitter account of economist Nouriel Roubini, known for his pessimistic financial forecasts and early warnings about the 2008 global financial crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: @Nouriel
Target entity description: @Nouriel is the Twitter account of economist Nouriel Roubini, known for his pessimistic financial forecasts and early warnings about the 2008 global financial crisis.
  • A. NBU
    NBU is the central bank of Ukraine, responsible for the country’s monetary policy, currency stability, and regulation of the banking system.
  • B. NUE
    NUE is the three-letter IATA airport code for Nuremberg Airport in Nuremberg, Germany.
  • C. Nur
    Nur is a minor yet pivotal character in Naguib Mahfouz’s novel "The Thief and the Dogs," serving as a sympathetic figure who offers refuge and emotional support to the fugitive protagonist, Said Mahran.
  • D. al-Natsheh
    al-Natsheh is an Arabic family name associated with Palestinian individuals and families, including political and public figures.
  • E. NAFU
    NAFU (North American Football Union) is a regional football governing body in North America that oversees and organizes competitions and development for member national teams within the CONCACAF structure.
  • 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.