Triple

T23125624
Position Surface form Disambiguated ID Type / Status
Subject Seymour Martin Lipset E577019 entity
Predicate coAuthorWith P398 FINISHED
Object Gary Marks
Gary Marks is a political scientist known for his influential work on multilevel governance, European integration, and comparative politics, often in collaboration with leading scholars such as Seymour Martin Lipset.
 E1575954 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: Gary Marks | Statement: [Seymour Martin Lipset, coAuthorWith, Gary Marks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gary Marks
Context triple: [Seymour Martin Lipset, coAuthorWith, Gary Marks]
  • A. Gary Marks
    Gary Marks is a screenwriter best known for his work on the music-centered drama film "The Music Never Stopped."
  • B. David Marks
    David Marks is a film editor known for his work on the psychological horror film "The Night House."
  • C. David Marks
    David Marks is an American guitarist and singer best known as an early member of the iconic rock band The Beach Boys.
  • D. David Marks
    David Marks was a British architect best known as the co-designer of the London Eye and other major public structures.
  • E. Dave Marks
    Dave Marks is a character on "The Jim Gaffigan Show," serving as one of Jim's close friends and a source of comic relief in his everyday misadventures.
  • 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: Gary Marks
Triple: [Seymour Martin Lipset, coAuthorWith, Gary Marks]
Generated description
Gary Marks is a political scientist known for his influential work on multilevel governance, European integration, and comparative politics, often in collaboration with leading scholars such as Seymour Martin Lipset.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gary Marks
Target entity description: Gary Marks is a political scientist known for his influential work on multilevel governance, European integration, and comparative politics, often in collaboration with leading scholars such as Seymour Martin Lipset.
  • A. Gary Marks
    Gary Marks is a screenwriter best known for his work on the music-centered drama film "The Music Never Stopped."
  • B. David Marks
    David Marks is an American guitarist and singer best known as an early member of the iconic rock band The Beach Boys.
  • C. David Marks
    David Marks was a British architect best known as the co-designer of the London Eye and other major public structures.
  • D. David Marks
    David Marks is a film editor known for his work on the psychological horror film "The Night House."
  • E. Dave Marks
    Dave Marks is a character on "The Jim Gaffigan Show," serving as one of Jim's close friends and a source of comic relief in his everyday misadventures.
  • 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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e53ac288190b27fe8064fb576c2 completed April 29, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c308583d481908c7a750fd7fba044 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c378c36cc8190b4470dceb62f99ad completed May 19, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0c387daf6481909cd5f3cc19636575 completed May 19, 2026, 10:16 a.m.
Created at: April 17, 2026, 3:59 p.m.