Triple

T8800873
Position Surface form Disambiguated ID Type / Status
Subject Andrew Liveris E209401 entity
Predicate spouse P13 FINISHED
Object Paula Liveris
Paula Liveris is the wife of Andrew Liveris, the former CEO and chairman of Dow Chemical Company.
 E760659 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: Paula Liveris | Statement: [Andrew Liveris, spouse, Paula Liveris]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paula Liveris
Context triple: [Andrew Liveris, spouse, Paula Liveris]
  • A. Loretta Castorini
    Loretta Castorini is the practical, widowed Italian-American bookkeeper at the heart of the romantic comedy film "Moonstruck," whose unexpected love affair upends her carefully ordered life.
  • B. Karla DeVito
    Karla DeVito is an American singer and actress best known for her work in rock music and musical theatre, including touring and performing with major artists in the late 1970s and 1980s.
  • C. Marcia Reale
    Marcia Reale was the royal anthem of the Kingdom of Italy, closely associated with the Italian monarchy and official state ceremonies before the republic was established.
  • D. Dawn Olivieri
    Dawn Olivieri is an American actress known for her roles in television series such as "Heroes" and "House of Lies" as well as various film appearances.
  • E. Cynthia Ludwig
    Cynthia Ludwig is a film editor known for her work on the 2009 horror film "My Bloody Valentine 3D."
  • 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: Paula Liveris
Triple: [Andrew Liveris, spouse, Paula Liveris]
Generated description
Paula Liveris is the wife of Andrew Liveris, the former CEO and chairman of Dow Chemical Company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paula Liveris
Target entity description: Paula Liveris is the wife of Andrew Liveris, the former CEO and chairman of Dow Chemical Company.
  • A. Loretta Castorini
    Loretta Castorini is the practical, widowed Italian-American bookkeeper at the heart of the romantic comedy film "Moonstruck," whose unexpected love affair upends her carefully ordered life.
  • B. Karla DeVito
    Karla DeVito is an American singer and actress best known for her work in rock music and musical theatre, including touring and performing with major artists in the late 1970s and 1980s.
  • C. Marcia Reale
    Marcia Reale was the royal anthem of the Kingdom of Italy, closely associated with the Italian monarchy and official state ceremonies before the republic was established.
  • D. Dawn Olivieri
    Dawn Olivieri is an American actress known for her roles in television series such as "Heroes" and "House of Lies" as well as various film appearances.
  • E. Cynthia Ludwig
    Cynthia Ludwig is a film editor known for her work on the 2009 horror film "My Bloody Valentine 3D."
  • 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_69ca836320e48190b5cf585b90a322c4 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fb8aab88190befed16301e08efc completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf891583d48190ba276b5a1f7d6f7a completed April 3, 2026, 9:32 a.m.
NEDg Description generation batch_69cf8a8c87dc81909d5c0d769341b17c completed April 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf8b79a0b48190a29491f5f8f81217 completed April 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 6:44 p.m.