Triple

T3926334
Position Surface form Disambiguated ID Type / Status
Subject Gaslight (1944 film) E93285 entity
Predicate screenwriter P2831 FINISHED
Object John L. Balderston
John L. Balderston was an American playwright and screenwriter best known for adapting classic horror and fantasy works such as "Dracula" and "Frankenstein" for stage and screen.
E597315 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: John L. Balderston | Statement: [Gaslight (1944 film), screenwriter, John L. Balderston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John L. Balderston
Context triple: [Gaslight (1944 film), screenwriter, John L. Balderston]
  • A. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • B. Ralph B. Lloyd
    Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
  • C. Franklin H. Martin
    Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
  • D. Alan M. Garber
    Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
  • E. Walter J. Zable
    Walter J. Zable was an American businessman, engineer, and former college football star best known as the longtime CEO and driving force behind the growth of defense and technology firm Cubic Corporation.
  • 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: John L. Balderston
Triple: [Gaslight (1944 film), screenwriter, John L. Balderston]
Generated description
John L. Balderston was an American playwright and screenwriter best known for adapting classic horror and fantasy works such as "Dracula" and "Frankenstein" for stage and screen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John L. Balderston
Target entity description: John L. Balderston was an American playwright and screenwriter best known for adapting classic horror and fantasy works such as "Dracula" and "Frankenstein" for stage and screen.
  • A. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • B. Ralph B. Lloyd
    Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
  • C. Franklin H. Martin
    Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
  • D. Alan M. Garber
    Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
  • E. Walter J. Zable
    Walter J. Zable was an American businessman, engineer, and former college football star best known as the longtime CEO and driving force behind the growth of defense and technology firm Cubic Corporation.
  • 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_69aed96bfa1081908f7b30f2c647dee6 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeed80a1e48190aa39748b9db42701 completed March 9, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65f9d763c81908bdc6d9cfc718a55 completed March 27, 2026, 10:44 a.m.
NEDg Description generation batch_69c66004d46c81908ce834315486d18f completed March 27, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69c660593534819094c23ee145222ff8 completed March 27, 2026, 10:47 a.m.
Created at: March 9, 2026, 3:23 p.m.