Triple

T233225
Position Surface form Disambiguated ID Type / Status
Subject Enemy at the Gates E4452 entity
Predicate cinematographyBy P1953 FINISHED
Object Robert Fraisse
Robert Fraisse is a French cinematographer known for his visually striking work on international films, including major war dramas and action features.
E34846 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: Robert Fraisse | Statement: [Enemy at the Gates, cinematographyBy, Robert Fraisse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Fraisse
Context triple: [Enemy at the Gates, cinematographyBy, Robert Fraisse]
  • A. Philippe Erlanger
    Philippe Erlanger was a French historian and cultural administrator best known for initiating and organizing the creation of the Cannes Film Festival.
  • B. Robert Cailliau
    Robert Cailliau is a Belgian computer scientist best known for co-developing the World Wide Web alongside Tim Berners-Lee at CERN.
  • C. Jean-Paul Agon
    Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
  • D. René Thomas
    René Thomas was a Belgian biophysicist and geneticist known for pioneering work in the logical modeling of gene regulatory networks and dynamical systems in biology.
  • E. Charles L’Eplattenier
    Charles L’Eplattenier was a Swiss painter, decorative artist, and influential art teacher whose nature-inspired style helped shape the early artistic development of architect Le Corbusier.
  • 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: Robert Fraisse
Triple: [Enemy at the Gates, cinematographyBy, Robert Fraisse]
Generated description
Robert Fraisse is a French cinematographer known for his visually striking work on international films, including major war dramas and action features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Fraisse
Target entity description: Robert Fraisse is a French cinematographer known for his visually striking work on international films, including major war dramas and action features.
  • A. Philippe Erlanger
    Philippe Erlanger was a French historian and cultural administrator best known for initiating and organizing the creation of the Cannes Film Festival.
  • B. Robert Cailliau
    Robert Cailliau is a Belgian computer scientist best known for co-developing the World Wide Web alongside Tim Berners-Lee at CERN.
  • C. Jean-Paul Agon
    Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
  • D. René Thomas
    René Thomas was a Belgian biophysicist and geneticist known for pioneering work in the logical modeling of gene regulatory networks and dynamical systems in biology.
  • E. Charles L’Eplattenier
    Charles L’Eplattenier was a Swiss painter, decorative artist, and influential art teacher whose nature-inspired style helped shape the early artistic development of architect Le Corbusier.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25cb07b5c8190a482154819912abf completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a38b8ac09c81908181fb0f15482e66 completed March 1, 2026, 12:42 a.m.
NEDg Description generation batch_69a38be7def48190b849244482b5a0e2 completed March 1, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69a38c30d2988190b48410ccf7783f35 completed March 1, 2026, 12:45 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.