Triple

T4623442
Position Surface form Disambiguated ID Type / Status
Subject Hold Back the Dawn E101039 entity
Predicate mainCharacter P1183 FINISHED
Object Georges Iscovescu
Georges Iscovescu is the opportunistic Romanian gigolo at the center of the 1941 film "Hold Back the Dawn," who schemes to marry an American schoolteacher to gain U.S. citizenship but gradually falls in love with her.
E457005 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: Georges Iscovescu | Statement: [Hold Back the Dawn, mainCharacter, Georges Iscovescu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georges Iscovescu
Context triple: [Hold Back the Dawn, mainCharacter, Georges Iscovescu]
  • A. Dumitru Mazilu
    Dumitru Mazilu is a Romanian diplomat, jurist, and former dissident known for his role in the 1989 Romanian Revolution and subsequent political transition.
  • B. Victor Vianu
    Victor Vianu is a computer scientist known for his contributions to database theory and finite model theory, who has also served as editor-in-chief of leading theoretical computer science journals.
  • C. Dumitru Erhan
    Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
  • D. Nicolae Tonitza
    Nicolae Tonitza was a prominent Romanian painter and graphic artist known for his expressive portraits, especially of children, and his role in early 20th-century Romanian modern art.
  • E. Gheorghe Mureșan
    Gheorghe Mureșan is a retired Romanian-born NBA center, known as one of the tallest players in league history and for his standout mid-1990s tenure with the Washington Bullets.
  • 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: Georges Iscovescu
Triple: [Hold Back the Dawn, mainCharacter, Georges Iscovescu]
Generated description
Georges Iscovescu is the opportunistic Romanian gigolo at the center of the 1941 film "Hold Back the Dawn," who schemes to marry an American schoolteacher to gain U.S. citizenship but gradually falls in love with her.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georges Iscovescu
Target entity description: Georges Iscovescu is the opportunistic Romanian gigolo at the center of the 1941 film "Hold Back the Dawn," who schemes to marry an American schoolteacher to gain U.S. citizenship but gradually falls in love with her.
  • A. Dumitru Mazilu
    Dumitru Mazilu is a Romanian diplomat, jurist, and former dissident known for his role in the 1989 Romanian Revolution and subsequent political transition.
  • B. Victor Vianu
    Victor Vianu is a computer scientist known for his contributions to database theory and finite model theory, who has also served as editor-in-chief of leading theoretical computer science journals.
  • C. Dumitru Erhan
    Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
  • D. Nicolae Tonitza
    Nicolae Tonitza was a prominent Romanian painter and graphic artist known for his expressive portraits, especially of children, and his role in early 20th-century Romanian modern art.
  • E. Gheorghe Mureșan
    Gheorghe Mureșan is a retired Romanian-born NBA center, known as one of the tallest players in league history and for his standout mid-1990s tenure with the Washington Bullets.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a053d38819097b3ecbc06aa6e4d completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaa069388190b6482315708b85c2 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb9422e48190819d5d99e72e8854 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc6ac91c819090776365d3dc05d4 completed March 21, 2026, 2:03 a.m.
Created at: March 20, 2026, 1:12 p.m.