Triple

T17226545
Position Surface form Disambiguated ID Type / Status
Subject Project Syndicate E418127 entity
Predicate hasContributor P4244 FINISHED
Object Laura Tyson
Laura Tyson is an American economist and former chair of the U.S. President’s Council of Economic Advisers, known for her work on international economics, trade policy, and economic competitiveness.
E1257590 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: Laura Tyson | Statement: [Project Syndicate, hasContributor, Laura Tyson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laura Tyson
Context triple: [Project Syndicate, hasContributor, Laura Tyson]
  • A. Sarah Caldwell
    Sarah Caldwell was an influential American opera conductor and stage director, best known as the founder and longtime artistic director of the Opera Company of Boston.
  • B. Jennifer Jareau
    Jennifer Jareau is a fictional FBI communications liaison-turned-agent on the television series "Criminal Minds," known for her empathetic nature and role as a key member of the Behavioral Analysis Unit.
  • C. Sandra Fisher
    Sandra Fisher was an American-born British figurative painter associated with the London art scene in the late 20th century.
  • D. Kayte Walsh
    Kayte Walsh is a British former flight attendant who is best known as the wife of American actor Kelsey Grammer.
  • E. Keren Rice
    Keren Rice is a Canadian linguist renowned for her extensive work on Indigenous languages of North America, particularly Athabaskan languages, and for her contributions to language documentation and revitalization.
  • 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: Laura Tyson
Triple: [Project Syndicate, hasContributor, Laura Tyson]
Generated description
Laura Tyson is an American economist and former chair of the U.S. President’s Council of Economic Advisers, known for her work on international economics, trade policy, and economic competitiveness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laura Tyson
Target entity description: Laura Tyson is an American economist and former chair of the U.S. President’s Council of Economic Advisers, known for her work on international economics, trade policy, and economic competitiveness.
  • A. Sarah Caldwell
    Sarah Caldwell was an influential American opera conductor and stage director, best known as the founder and longtime artistic director of the Opera Company of Boston.
  • B. Jennifer Jareau
    Jennifer Jareau is a fictional FBI communications liaison-turned-agent on the television series "Criminal Minds," known for her empathetic nature and role as a key member of the Behavioral Analysis Unit.
  • C. Sandra Fisher
    Sandra Fisher was an American-born British figurative painter associated with the London art scene in the late 20th century.
  • D. Kayte Walsh
    Kayte Walsh is a British former flight attendant who is best known as the wife of American actor Kelsey Grammer.
  • E. Keren Rice
    Keren Rice is a Canadian linguist renowned for her extensive work on Indigenous languages of North America, particularly Athabaskan languages, and for her contributions to language documentation and revitalization.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42de1674c81909ca9e87fa9153640 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675cc70881909cf39b2e229f5d1e completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016a5f58408190b42a8da742aa2f5b completed May 11, 2026, 5:34 a.m.
NED2 Entity disambiguation (via description) batch_6a016b0e72588190b1ba2b45f0425d3d completed May 11, 2026, 5:37 a.m.
Created at: April 10, 2026, 5:38 a.m.