Triple

T18986533
Position Surface form Disambiguated ID Type / Status
Subject The Parallax View E464571 entity
Predicate basedOnWorkAuthor P2806 FINISHED
Object Loren Singer
Loren Singer was an American novelist and screenwriter best known for writing the political thriller novel that inspired the film "The Parallax View."
 E1357739 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: Loren Singer | Statement: [The Parallax View, basedOnWorkAuthor, Loren Singer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loren Singer
Context triple: [The Parallax View, basedOnWorkAuthor, Loren Singer]
  • A. Scott Singer
    Scott Singer is an American politician and attorney who serves as the mayor of Boca Raton, Florida.
  • B. Grant Singer
    Grant Singer is an American music video and film director known for his stylish, atmospheric work with prominent pop and alternative artists.
  • C. Eric Singer
    Eric Singer is an American rock drummer best known as the longtime drummer for the legendary hard rock band Kiss.
  • D. Shel Dorf
    Shel Dorf was an American comics enthusiast and organizer best known for helping create and develop San Diego Comic-Con into a major pop culture convention.
  • E. Marc Singer
    Marc Singer is a Canadian-born American actor best known for his starring role in the 1982 fantasy film "The Beastmaster" and for his work in the original "V" science fiction miniseries.
  • 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: Loren Singer
Triple: [The Parallax View, basedOnWorkAuthor, Loren Singer]
Generated description
Loren Singer was an American novelist and screenwriter best known for writing the political thriller novel that inspired the film "The Parallax View."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loren Singer
Target entity description: Loren Singer was an American novelist and screenwriter best known for writing the political thriller novel that inspired the film "The Parallax View."
  • A. Scott Singer
    Scott Singer is an American politician and attorney who serves as the mayor of Boca Raton, Florida.
  • B. Grant Singer
    Grant Singer is an American music video and film director known for his stylish, atmospheric work with prominent pop and alternative artists.
  • C. Eric Singer
    Eric Singer is an American rock drummer best known as the longtime drummer for the legendary hard rock band Kiss.
  • D. Shel Dorf
    Shel Dorf was an American comics enthusiast and organizer best known for helping create and develop San Diego Comic-Con into a major pop culture convention.
  • E. Marc Singer
    Marc Singer is a Canadian-born American actor best known for his starring role in the 1982 fantasy film "The Beastmaster" and for his work in the original "V" science fiction miniseries.
  • 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_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d660835c8190bedd78590b3e0a7e completed April 20, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd83a0d88190a721f40d5311b0c4 completed May 14, 2026, 2:34 p.m.
NEDg Description generation batch_6a05dfcd85b08190b0ec431590396dbb completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e09c58308190975c69c86482292a completed May 14, 2026, 2:47 p.m.
Created at: April 10, 2026, 12:01 p.m.