Triple

T11338656
Position Surface form Disambiguated ID Type / Status
Subject Scott Neustadter E268537 entity
Predicate familyName P18 FINISHED
Object Neustadter
Neustadter is a surname most notably associated with American screenwriter and producer Scott Neustadter, known for films like "(500) Days of Summer" and "The Fault in Our Stars."
 E919912 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: Neustadter | Statement: [Scott Neustadter, familyName, Neustadter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neustadter
Context triple: [Scott Neustadter, familyName, Neustadter]
  • A. Neuhaus
    Neuhaus is a locality within the municipality of Möhnesee in North Rhine-Westphalia, Germany.
  • B. Biesenthal
    Biesenthal is a small town in the Barnim district of Brandenburg, Germany, known for its surrounding lakes, forests, and location within the Barnim Nature Park.
  • C. Brannenburg
    Brannenburg is a Bavarian municipality in southern Germany, known for its scenic Alpine setting and outdoor recreation opportunities.
  • D. Kostheim
    Kostheim is a district of the city of Wiesbaden in the German state of Hesse, located on the right bank of the Rhine opposite Mainz.
  • E. Neuburger
    Neuburger is an Austrian white wine grape variety known for producing full-bodied, nutty wines, traditionally grown along the Danube in regions such as the Wachau and Burgenland.
  • 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: Neustadter
Triple: [Scott Neustadter, familyName, Neustadter]
Generated description
Neustadter is a surname most notably associated with American screenwriter and producer Scott Neustadter, known for films like "(500) Days of Summer" and "The Fault in Our Stars."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neustadter
Target entity description: Neustadter is a surname most notably associated with American screenwriter and producer Scott Neustadter, known for films like "(500) Days of Summer" and "The Fault in Our Stars."
  • A. Neuhaus
    Neuhaus is a locality within the municipality of Möhnesee in North Rhine-Westphalia, Germany.
  • B. Biesenthal
    Biesenthal is a small town in the Barnim district of Brandenburg, Germany, known for its surrounding lakes, forests, and location within the Barnim Nature Park.
  • C. Brannenburg
    Brannenburg is a Bavarian municipality in southern Germany, known for its scenic Alpine setting and outdoor recreation opportunities.
  • D. Kostheim
    Kostheim is a district of the city of Wiesbaden in the German state of Hesse, located on the right bank of the Rhine opposite Mainz.
  • E. Neuburger
    Neuburger is an Austrian white wine grape variety known for producing full-bodied, nutty wines, traditionally grown along the Danube in regions such as the Wachau and Burgenland.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea008b5081908e6c6c6fc29ef936 completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5433d3e848190ad4f51c23d5a8bb2 completed April 19, 2026, 9:03 p.m.
NEDg Description generation batch_69e5474879088190990468d960b26739 completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54eccdd3881908536ee3f9f4ef516 completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.