Triple

T8607552
Position Surface form Disambiguated ID Type / Status
Subject The Fighting Marines E203838 entity
Predicate screenwriter P2831 FINISHED
Object Lynn Perkins
Lynn Perkins was a screenwriter active during Hollywood’s early sound era, known for crafting stories for action-packed war and adventure films such as *The Fighting Marines*.
E851223 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: Lynn Perkins | Statement: [The Fighting Marines, screenwriter, Lynn Perkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lynn Perkins
Context triple: [The Fighting Marines, screenwriter, Lynn Perkins]
  • A. Nancy Shevell
    Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
  • B. Kathleen Rowell
    Kathleen Rowell is an American screenwriter best known for adapting S. E. Hinton’s novel into the 1983 film "The Outsiders."
  • C. Anne Leahy
    Anne Leahy is a Canadian diplomat and academic known for her service as ambassador to countries including Russia and the Holy See and for her expertise in international relations and religious diplomacy.
  • D. Deborah Koons
    Deborah Koons is an American documentary filmmaker and environmental activist best known for her marriage to Grateful Dead frontman Jerry Garcia.
  • E. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • 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: Lynn Perkins
Triple: [The Fighting Marines, screenwriter, Lynn Perkins]
Generated description
Lynn Perkins was a screenwriter active during Hollywood’s early sound era, known for crafting stories for action-packed war and adventure films such as *The Fighting Marines*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lynn Perkins
Target entity description: Lynn Perkins was a screenwriter active during Hollywood’s early sound era, known for crafting stories for action-packed war and adventure films such as *The Fighting Marines*.
  • A. Nancy Shevell
    Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
  • B. Kathleen Rowell
    Kathleen Rowell is an American screenwriter best known for adapting S. E. Hinton’s novel into the 1983 film "The Outsiders."
  • C. Anne Leahy
    Anne Leahy is a Canadian diplomat and academic known for her service as ambassador to countries including Russia and the Holy See and for her expertise in international relations and religious diplomacy.
  • D. Deborah Koons
    Deborah Koons is an American documentary filmmaker and environmental activist best known for her marriage to Grateful Dead frontman Jerry Garcia.
  • E. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46ec301881908ce148a3f07069fe completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d6f67c3a0881909f24d85d74e4c061 completed April 9, 2026, 12:44 a.m.
NEDg Description generation batch_69d6fa2bb2ec8190aa099988a6c225eb completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd10dbc08190a297073e1b737566 completed April 9, 2026, 1:12 a.m.
Created at: March 30, 2026, 6:25 p.m.