Triple

T15063652
Position Surface form Disambiguated ID Type / Status
Subject Paranormal Activity 2 E379699 entity
Predicate stars P1956 FINISHED
Object Molly Ephraim
Molly Ephraim is an American actress best known for her role as Mandy Baxter on the sitcom "Last Man Standing" and for appearances in various film, television, and stage productions.
E1160636 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: Molly Ephraim | Statement: [Paranormal Activity 2, stars, Molly Ephraim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Molly Ephraim
Context triple: [Paranormal Activity 2, stars, Molly Ephraim]
  • A. Molly Ziegler
    Molly Ziegler is a fictional character on the television series "The West Wing," known as the daughter of White House Communications Director Toby Ziegler.
  • B. Molly McCauley
    Molly McCauley, better known as Molly Pitcher, is a legendary figure of the American Revolutionary War celebrated for taking her husband's place at a cannon during the Battle of Monmouth.
  • C. Molly Cochran
    Molly Cochran is an American author best known for her fantasy and suspense novels, often blending historical elements with the supernatural.
  • D. Molly Punderson
    Molly Punderson was the wife of American illustrator Norman Rockwell and a figure in his early personal life and career.
  • E. Libby Snyder
    Libby Snyder is known as the spouse of American poet James Wright.
  • 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: Molly Ephraim
Triple: [Paranormal Activity 2, stars, Molly Ephraim]
Generated description
Molly Ephraim is an American actress best known for her role as Mandy Baxter on the sitcom "Last Man Standing" and for appearances in various film, television, and stage productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Molly Ephraim
Target entity description: Molly Ephraim is an American actress best known for her role as Mandy Baxter on the sitcom "Last Man Standing" and for appearances in various film, television, and stage productions.
  • A. Molly Ziegler
    Molly Ziegler is a fictional character on the television series "The West Wing," known as the daughter of White House Communications Director Toby Ziegler.
  • B. Molly McCauley
    Molly McCauley, better known as Molly Pitcher, is a legendary figure of the American Revolutionary War celebrated for taking her husband's place at a cannon during the Battle of Monmouth.
  • C. Molly Cochran
    Molly Cochran is an American author best known for her fantasy and suspense novels, often blending historical elements with the supernatural.
  • D. Molly Punderson
    Molly Punderson was the wife of American illustrator Norman Rockwell and a figure in his early personal life and career.
  • E. Libby Snyder
    Libby Snyder is known as the spouse of American poet James Wright.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedee803ac81908bb7d66e49c2eb72 completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3647bda881909a83311926096a29 completed May 9, 2026, 1:27 p.m.
NEDg Description generation batch_69ff376dac388190ab3b7e3553d2de29 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:02 a.m.