Triple

T13281596
Position Surface form Disambiguated ID Type / Status
Subject University of Massachusetts Lowell E316334 entity
Predicate chancellor P325 FINISHED
Object Julie Chen
Julie Chen is an American academic leader and researcher who serves as the chancellor of the University of Massachusetts Lowell.
E1030308 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: Julie Chen | Statement: [University of Massachusetts Lowell, chancellor, Julie Chen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julie Chen
Context triple: [University of Massachusetts Lowell, chancellor, Julie Chen]
  • A. Rosalie Chiang
    Rosalie Chiang is an American actress best known for voicing the main character, Meilin "Mei" Lee, in Pixar's animated film "Turning Red."
  • B. Connie Chung
    Connie Chung is an American broadcast journalist and television news anchor known for her work on major U.S. networks and high-profile interviews.
  • C. Gigi Chao
    Gigi Chao is a Hong Kong businesswoman and LGBTQ+ rights advocate known internationally after her billionaire father publicly offered a large dowry to any man who could persuade her to marry him despite her being openly lesbian.
  • D. Tina Chen
    Tina Chen is a Taiwanese-American actress known for her film and television work from the late 1960s onward, often portraying complex Asian and Asian-American characters.
  • E. Melissa Chiu
    Melissa Chiu is an Australian-born art historian and curator known for her leadership roles in major contemporary art institutions, including directing the Hirshhorn Museum and Sculpture Garden in Washington, D.C.
  • 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: Julie Chen
Triple: [University of Massachusetts Lowell, chancellor, Julie Chen]
Generated description
Julie Chen is an American academic leader and researcher who serves as the chancellor of the University of Massachusetts Lowell.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julie Chen
Target entity description: Julie Chen is an American academic leader and researcher who serves as the chancellor of the University of Massachusetts Lowell.
  • A. Rosalie Chiang
    Rosalie Chiang is an American actress best known for voicing the main character, Meilin "Mei" Lee, in Pixar's animated film "Turning Red."
  • B. Connie Chung
    Connie Chung is an American broadcast journalist and television news anchor known for her work on major U.S. networks and high-profile interviews.
  • C. Gigi Chao
    Gigi Chao is a Hong Kong businesswoman and LGBTQ+ rights advocate known internationally after her billionaire father publicly offered a large dowry to any man who could persuade her to marry him despite her being openly lesbian.
  • D. Tina Chen
    Tina Chen is a Taiwanese-American actress known for her film and television work from the late 1960s onward, often portraying complex Asian and Asian-American characters.
  • E. Melissa Chiu
    Melissa Chiu is an Australian-born art historian and curator known for her leadership roles in major contemporary art institutions, including directing the Hirshhorn Museum and Sculpture Garden in Washington, D.C.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9904507588190a303686d176ec3e1 completed April 11, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a592d748190b55129515f71e979 completed May 3, 2026, 8:42 a.m.
NEDg Description generation batch_69f70b117c588190bb81ff53664cac4a completed May 3, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69f70c04da34819091e01db25741674e completed May 3, 2026, 8:49 a.m.
Created at: April 9, 2026, 9:27 p.m.