Triple

T605399
Position Surface form Disambiguated ID Type / Status
Subject University of Wisconsin–Madison E11582 entity
Predicate hasNotableAlumni P51 FINISHED
Object Tammy Baldwin
Tammy Baldwin is a U.S. Senator from Wisconsin and the first openly gay woman elected to both the U.S. House of Representatives and the U.S. Senate.
E76230 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: Tammy Baldwin | Statement: [University of Wisconsin–Madison, hasNotableAlumni, Tammy Baldwin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tammy Baldwin
Context triple: [University of Wisconsin–Madison, hasNotableAlumni, Tammy Baldwin]
  • A. Kirsten Gillibrand
    Kirsten Gillibrand is a Democratic U.S. Senator from New York known for her advocacy on issues such as sexual assault in the military, government transparency, and family leave, and for her 2020 presidential campaign.
  • B. Louise Slaughter
    Louise Slaughter was a long-serving Democratic member of the U.S. House of Representatives from New York, known for her work on health care, women's rights, and as the first woman to chair the House Rules Committee.
  • C. Lore Harp McGovern
    Lore Harp McGovern is an entrepreneur and philanthropist best known for co-founding the McGovern Institute for Brain Research at MIT and supporting neuroscience and technology initiatives.
  • D. Kay Bailey Hutchison
    Kay Bailey Hutchison is an American attorney and Republican politician who served as a long-time U.S. Senator from Texas.
  • E. Elizabeth Warren
    Elizabeth Warren is a prominent American politician, legal scholar, and U.S. senator from Massachusetts known for her advocacy on consumer protection, financial regulation, and economic inequality.
  • 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: Tammy Baldwin
Triple: [University of Wisconsin–Madison, hasNotableAlumni, Tammy Baldwin]
Generated description
Tammy Baldwin is a U.S. Senator from Wisconsin and the first openly gay woman elected to both the U.S. House of Representatives and the U.S. Senate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tammy Baldwin
Target entity description: Tammy Baldwin is a U.S. Senator from Wisconsin and the first openly gay woman elected to both the U.S. House of Representatives and the U.S. Senate.
  • A. Kirsten Gillibrand
    Kirsten Gillibrand is a Democratic U.S. Senator from New York known for her advocacy on issues such as sexual assault in the military, government transparency, and family leave, and for her 2020 presidential campaign.
  • B. Louise Slaughter
    Louise Slaughter was a long-serving Democratic member of the U.S. House of Representatives from New York, known for her work on health care, women's rights, and as the first woman to chair the House Rules Committee.
  • C. Lore Harp McGovern
    Lore Harp McGovern is an entrepreneur and philanthropist best known for co-founding the McGovern Institute for Brain Research at MIT and supporting neuroscience and technology initiatives.
  • D. Kay Bailey Hutchison
    Kay Bailey Hutchison is an American attorney and Republican politician who served as a long-time U.S. Senator from Texas.
  • E. Elizabeth Warren
    Elizabeth Warren is a prominent American politician, legal scholar, and U.S. senator from Massachusetts known for her advocacy on consumer protection, financial regulation, and economic inequality.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49dc7d88c81909fe493ac57fd784e completed March 1, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a52eab1dc88190892cf500465db72a completed March 2, 2026, 6:31 a.m.
NEDg Description generation batch_69a52fec875c8190a605e76c95e8b9b4 completed March 2, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_69a530c776a88190846e073ea0b97bfb completed March 2, 2026, 6:40 a.m.
Created at: March 1, 2026, 7:35 p.m.