Triple

T4660227
Position Surface form Disambiguated ID Type / Status
Subject Jody Lee Lipes E102510 entity
Predicate notableWork P4 FINISHED
Object Martha Marcy May Marlene
Martha Marcy May Marlene is a psychological thriller film about a young woman struggling with paranoia and identity confusion after escaping from a cult.
E458044 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: Martha Marcy May Marlene | Statement: [Jody Lee Lipes, notableWork, Martha Marcy May Marlene]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Marcy May Marlene
Context triple: [Jody Lee Lipes, notableWork, Martha Marcy May Marlene]
  • A. Strayed
    "Strayed" is a song featured on the album *Dongs of Sevotion* by the indie rock band Smog.
  • B. Gerald's Game
    Gerald's Game is a psychological horror film based on Stephen King's novel, focusing on a woman's harrowing struggle for survival and sanity after a bondage game with her husband goes tragically wrong.
  • C. Bankhead
    Bankhead is a surname most notably associated with the prominent American political family that included U.S. House Speaker William B. Bankhead and actress Tallulah Bankhead.
  • D. An Untamed State
    An Untamed State is a harrowing contemporary novel by Roxane Gay that explores kidnapping, trauma, and the fragile intersections of privilege, violence, and family in Haiti.
  • E. Mandy
    Mandy is a given name, typically a diminutive of names like Amanda or Armand, used for both females and males.
  • 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: Martha Marcy May Marlene
Triple: [Jody Lee Lipes, notableWork, Martha Marcy May Marlene]
Generated description
Martha Marcy May Marlene is a psychological thriller film about a young woman struggling with paranoia and identity confusion after escaping from a cult.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Marcy May Marlene
Target entity description: Martha Marcy May Marlene is a psychological thriller film about a young woman struggling with paranoia and identity confusion after escaping from a cult.
  • A. Strayed
    "Strayed" is a song featured on the album *Dongs of Sevotion* by the indie rock band Smog.
  • B. Gerald's Game
    Gerald's Game is a psychological horror film based on Stephen King's novel, focusing on a woman's harrowing struggle for survival and sanity after a bondage game with her husband goes tragically wrong.
  • C. Bankhead
    Bankhead is a surname most notably associated with the prominent American political family that included U.S. House Speaker William B. Bankhead and actress Tallulah Bankhead.
  • D. An Untamed State
    An Untamed State is a harrowing contemporary novel by Roxane Gay that explores kidnapping, trauma, and the fragile intersections of privilege, violence, and family in Haiti.
  • E. Mandy
    Mandy is a given name, typically a diminutive of names like Amanda or Armand, used for both females and males.
  • 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6328387c81909a500e694a739e6e completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaf9564c819094b9340570a7616b completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfca9a520819097d90f4f94b46e87 completed March 21, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd28b67c819094e71f35c7fbb4b5 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:15 p.m.