Triple

T3519577
Position Surface form Disambiguated ID Type / Status
Subject Dry Eye E74386 entity
Predicate associatedWithCharacter P1481 FINISHED
Object Matthew Berger
Matthew Berger is a fictional character known for experiencing or being linked to the eye condition commonly referred to as dry eye.
E373325 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: Matthew Berger | Statement: [Dry Eye, associatedWithCharacter, Matthew Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew Berger
Context triple: [Dry Eye, associatedWithCharacter, Matthew Berger]
  • A. Matthew Berger
    Matthew Berger is a central figure in the crime-comedy film "The Gentlemen," involved in the high-stakes world of British drug empires and underworld power struggles.
  • B. Howard Berger
    Howard Berger is an Academy Award–winning special makeup effects artist and co-founder of KNB EFX Group, known for his work on films and television series such as The Chronicles of Narnia and The Walking Dead.
  • C. Anthony Meyer
    Anthony Meyer is a British politician and former Conservative Member of Parliament best known for mounting a symbolic leadership challenge against Prime Minister Margaret Thatcher in 1989.
  • D. Andrew Barrer
    Andrew Barrer is a screenwriter best known for co-writing the Marvel superhero film "Ant-Man and the Wasp."
  • E. Andrew Weisblum
    Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
  • 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: Matthew Berger
Triple: [Dry Eye, associatedWithCharacter, Matthew Berger]
Generated description
Matthew Berger is a fictional character known for experiencing or being linked to the eye condition commonly referred to as dry eye.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew Berger
Target entity description: Matthew Berger is a fictional character known for experiencing or being linked to the eye condition commonly referred to as dry eye.
  • A. Matthew Berger
    Matthew Berger is a central figure in the crime-comedy film "The Gentlemen," involved in the high-stakes world of British drug empires and underworld power struggles.
  • B. Howard Berger
    Howard Berger is an Academy Award–winning special makeup effects artist and co-founder of KNB EFX Group, known for his work on films and television series such as The Chronicles of Narnia and The Walking Dead.
  • C. Anthony Meyer
    Anthony Meyer is a British politician and former Conservative Member of Parliament best known for mounting a symbolic leadership challenge against Prime Minister Margaret Thatcher in 1989.
  • D. Andrew Barrer
    Andrew Barrer is a screenwriter best known for co-writing the Marvel superhero film "Ant-Man and the Wasp."
  • E. Andrew Weisblum
    Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
  • 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_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc4af70c8190a7471f28e1efd7fd completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b432f87bc4819087bb8e441c50a503 completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b43776598081909545e513cc7b766a completed March 13, 2026, 4:12 p.m.
NED2 Entity disambiguation (via description) batch_69b437ee23e48190aca327b6c22ccc21 completed March 13, 2026, 4:14 p.m.
Created at: March 8, 2026, 3:19 p.m.