Triple

T11507981
Position Surface form Disambiguated ID Type / Status
Subject Robert J. Barro E272833 entity
Predicate spouse P13 FINISHED
Object Rachel McCleary
Rachel McCleary is an American economist and scholar known for her work on the intersection of religion, culture, and economic development.
E1006568 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: Rachel McCleary | Statement: [Robert J. Barro, spouse, Rachel McCleary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rachel McCleary
Context triple: [Robert J. Barro, spouse, Rachel McCleary]
  • A. Claire McDowell
    Claire McDowell was an American silent film actress known for her prolific work in early cinema, often appearing in D.W. Griffith productions.
  • B. Ann McKean
    Ann McKean was a daughter of Thomas McKean, a prominent American Founding Father and signer of the Declaration of Independence.
  • C. Rebecca Feely
    Rebecca Feely is known as the wife of former NFL placekicker and sports commentator Jay Feely.
  • D. Lisa McDowell
    Lisa McDowell is the intelligent, independent love interest of Prince Akeem in the 1988 comedy film "Coming to America," known for challenging social expectations and valuing character over wealth.
  • E. Carolyn McCormick
    Carolyn McCormick is an American actress best known for her recurring role as Dr. Elizabeth Olivet on the television series "Law & Order."
  • 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: Rachel McCleary
Triple: [Robert J. Barro, spouse, Rachel McCleary]
Generated description
Rachel McCleary is an American economist and scholar known for her work on the intersection of religion, culture, and economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rachel McCleary
Target entity description: Rachel McCleary is an American economist and scholar known for her work on the intersection of religion, culture, and economic development.
  • A. Claire McDowell
    Claire McDowell was an American silent film actress known for her prolific work in early cinema, often appearing in D.W. Griffith productions.
  • B. Ann McKean
    Ann McKean was a daughter of Thomas McKean, a prominent American Founding Father and signer of the Declaration of Independence.
  • C. Rebecca Feely
    Rebecca Feely is known as the wife of former NFL placekicker and sports commentator Jay Feely.
  • D. Lisa McDowell
    Lisa McDowell is the intelligent, independent love interest of Prince Akeem in the 1988 comedy film "Coming to America," known for challenging social expectations and valuing character over wealth.
  • E. Carolyn McCormick
    Carolyn McCormick is an American actress best known for her recurring role as Dr. Elizabeth Olivet on the television series "Law & Order."
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db43a648190be859bec2fe9f43b completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f69b76e0cc8190aa7303347e0183d4 completed May 3, 2026, 12:48 a.m.
NEDg Description generation batch_69f69d48e6948190a13afe3b8943d877 completed May 3, 2026, 12:56 a.m.
NED2 Entity disambiguation (via description) batch_69f69dfa2b8481908827025a28bfb056 completed May 3, 2026, 12:59 a.m.
Created at: April 8, 2026, 9:36 p.m.