Triple

T4781615
Position Surface form Disambiguated ID Type / Status
Subject Rodrigo Duterte E106178 entity
Predicate spouse P13 FINISHED
Object Elizabeth Zimmerman
Elizabeth Zimmerman is a Filipina former flight attendant best known as the ex-wife of former Philippine president Rodrigo Duterte and the mother of several of his children.
 E512342 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: Elizabeth Zimmerman | Statement: [Rodrigo Duterte, spouse, Elizabeth Zimmerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Zimmerman
Context triple: [Rodrigo Duterte, spouse, Elizabeth Zimmerman]
  • A. Dorothy Herzka
    Dorothy Herzka is an American art professional best known as the wife and longtime partner of pop artist Roy Lichtenstein, with whom she was deeply involved in the contemporary art world.
  • B. Carol Mendelsohn
    Carol Mendelsohn is an American television producer and writer best known for her influential work shaping the CSI franchise and modern crime procedural dramas.
  • C. Daphne Kluger
    Daphne Kluger is a glamorous, high-profile actress and the unsuspecting target of the jewel heist in the film "Ocean's 8."
  • D. Marion Rothman
    Marion Rothman was an American film editor known for her work on notable films of the 1960s and 1970s, including the crime thriller "The Boston Strangler."
  • E. Haddie Braverman
    Haddie Braverman is a teenage member of the Braverman family on the television drama "Parenthood," known for her coming-of-age storylines involving family, relationships, and personal growth.
  • 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: Elizabeth Zimmerman
Triple: [Rodrigo Duterte, spouse, Elizabeth Zimmerman]
Generated description
Elizabeth Zimmerman is a Filipina former flight attendant best known as the ex-wife of former Philippine president Rodrigo Duterte and the mother of several of his children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Zimmerman
Target entity description: Elizabeth Zimmerman is a Filipina former flight attendant best known as the ex-wife of former Philippine president Rodrigo Duterte and the mother of several of his children.
  • A. Dorothy Herzka
    Dorothy Herzka is an American art professional best known as the wife and longtime partner of pop artist Roy Lichtenstein, with whom she was deeply involved in the contemporary art world.
  • B. Carol Mendelsohn
    Carol Mendelsohn is an American television producer and writer best known for her influential work shaping the CSI franchise and modern crime procedural dramas.
  • C. Daphne Kluger
    Daphne Kluger is a glamorous, high-profile actress and the unsuspecting target of the jewel heist in the film "Ocean's 8."
  • D. Marion Rothman
    Marion Rothman was an American film editor known for her work on notable films of the 1960s and 1970s, including the crime thriller "The Boston Strangler."
  • E. Haddie Braverman
    Haddie Braverman is a teenage member of the Braverman family on the television drama "Parenthood," known for her coming-of-age storylines involving family, relationships, and personal growth.
  • 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_69bd43f3074c8190937e7b0a457fe9f1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65abd0a08190937102c44d102f12 completed March 20, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf185bce7c8190ad94ab3f848a0040 completed March 21, 2026, 10:14 p.m.
NEDg Description generation batch_69bf1a2478a481908aa08e08016e493b completed March 21, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a7f9c808190a067a2e983d77008 completed March 21, 2026, 10:23 p.m.
Created at: March 20, 2026, 1:21 p.m.