Triple

T8244387
Position Surface form Disambiguated ID Type / Status
Subject Graveyard Shift (1990 film) E192814 entity
Predicate director P255 FINISHED
Object Ralph S. Singleton
Ralph S. Singleton is an American film director and producer best known for directing the 1990 horror film adaptation of Stephen King’s "Graveyard Shift."
E825662 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: Ralph S. Singleton | Statement: [Graveyard Shift (1990 film), director, Ralph S. Singleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ralph S. Singleton
Context triple: [Graveyard Shift (1990 film), director, Ralph S. Singleton]
  • A. Lofton R. Henderson
    Lofton R. Henderson was a U.S. Marine Corps aviator and squadron commander killed during the Battle of Midway in World War II, remembered for his leadership and sacrifice in one of the war’s pivotal engagements.
  • B. Philip M. Landrum
    Philip M. Landrum was an American congressman from Georgia best known as a co-author of the Labor-Management Reporting and Disclosure Act of 1959 (the Landrum–Griffin Act), which regulated labor unions and their internal affairs.
  • C. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • D. Charles D. Walker
    Charles D. Walker is an American engineer and astronaut who became one of the first industry-sponsored payload specialists to fly on the Space Shuttle, conducting commercial microgravity research in orbit.
  • E. Charles H. Roberson
    Charles H. Roberson was an American educator and religious leader best known for founding Abilene Christian University, a prominent Christian higher education institution in Texas.
  • 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: Ralph S. Singleton
Triple: [Graveyard Shift (1990 film), director, Ralph S. Singleton]
Generated description
Ralph S. Singleton is an American film director and producer best known for directing the 1990 horror film adaptation of Stephen King’s "Graveyard Shift."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ralph S. Singleton
Target entity description: Ralph S. Singleton is an American film director and producer best known for directing the 1990 horror film adaptation of Stephen King’s "Graveyard Shift."
  • A. Lofton R. Henderson
    Lofton R. Henderson was a U.S. Marine Corps aviator and squadron commander killed during the Battle of Midway in World War II, remembered for his leadership and sacrifice in one of the war’s pivotal engagements.
  • B. Philip M. Landrum
    Philip M. Landrum was an American congressman from Georgia best known as a co-author of the Labor-Management Reporting and Disclosure Act of 1959 (the Landrum–Griffin Act), which regulated labor unions and their internal affairs.
  • C. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • D. Charles D. Walker
    Charles D. Walker is an American engineer and astronaut who became one of the first industry-sponsored payload specialists to fly on the Space Shuttle, conducting commercial microgravity research in orbit.
  • E. Charles H. Roberson
    Charles H. Roberson was an American educator and religious leader best known for founding Abilene Christian University, a prominent Christian higher education institution in Texas.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78711f5081909c2f357334491a07 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e3d6191c8190adb41feec1bfa76e completed April 5, 2026, 4:23 a.m.
NEDg Description generation batch_69d1e5204f748190b1f56ee5469828a2 completed April 5, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69d1e598243481909278cb3c911ce3db completed April 5, 2026, 4:31 a.m.
Created at: March 30, 2026, 5:47 p.m.