Triple

T21688949
Position Surface form Disambiguated ID Type / Status
Subject Michelle E535305 entity
Predicate hasFamousBearer P458 FINISHED
Object Michelle Malkin
Michelle Malkin is an American conservative political commentator, author, and blogger known for her outspoken views on immigration and national security.
E1497010 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: Michelle Malkin | Statement: [Michelle, hasFamousBearer, Michelle Malkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michelle Malkin
Context triple: [Michelle, hasFamousBearer, Michelle Malkin]
  • A. Jennifer Rubin
    Jennifer Rubin is an American actress and former fashion model best known for her roles in 1980s and 1990s horror and thriller films, including A Nightmare on Elm Street 3: Dream Warriors.
  • B. Laura Klein
    Laura Klein is a fictional character named Laura Klein who appears in the work titled "Fearless."
  • C. Kim Kashkashian
    Kim Kashkashian is an acclaimed American violist renowned for her expressive performances and influential recordings of contemporary and classical repertoire.
  • D. Beth Fleisher
    Beth Fleisher is a literary agent and former comic book editor known for her work in the science fiction and fantasy genres.
  • E. Katherine Borowitz
    Katherine Borowitz is an American actress known for her work in film and television and for her long-time marriage to actor and filmmaker John Turturro.
  • 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: Michelle Malkin
Triple: [Michelle, hasFamousBearer, Michelle Malkin]
Generated description
Michelle Malkin is an American conservative political commentator, author, and blogger known for her outspoken views on immigration and national security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michelle Malkin
Target entity description: Michelle Malkin is an American conservative political commentator, author, and blogger known for her outspoken views on immigration and national security.
  • A. Jennifer Rubin
    Jennifer Rubin is an American actress and former fashion model best known for her roles in 1980s and 1990s horror and thriller films, including A Nightmare on Elm Street 3: Dream Warriors.
  • B. Laura Klein
    Laura Klein is a fictional character named Laura Klein who appears in the work titled "Fearless."
  • C. Kim Kashkashian
    Kim Kashkashian is an acclaimed American violist renowned for her expressive performances and influential recordings of contemporary and classical repertoire.
  • D. Beth Fleisher
    Beth Fleisher is a literary agent and former comic book editor known for her work in the science fiction and fantasy genres.
  • E. Katherine Borowitz
    Katherine Borowitz is an American actress known for her work in film and television and for her long-time marriage to actor and filmmaker John Turturro.
  • 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_69e0c469b6ec8190aee4cadd1527db91 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef96cd51d481908df67e4f69826b06 completed April 27, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e23a7308190bb36c101760e46dc completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a1facb8a48190b61f8df03b38a939 completed May 17, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_6a0a202f4c6c8190b46839b2edab7b60 completed May 17, 2026, 8:08 p.m.
Created at: April 16, 2026, 6:44 p.m.