Triple
T2021876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Francisco mayoral election, 2018 |
E44123
|
entity |
| Predicate | follows |
P134
|
FINISHED |
| Object |
Ed Lee mayoralty
The Ed Lee mayoralty refers to the tenure of Edwin M. Lee as mayor of San Francisco, during which he became the city's first Asian American mayor and oversaw a period of rapid tech-driven economic growth and rising housing costs.
|
E225254
|
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: Ed Lee mayoralty | Statement: [San Francisco mayoral election, 2018, follows, Ed Lee mayoralty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ed Lee mayoralty Context triple: [San Francisco mayoral election, 2018, follows, Ed Lee mayoralty]
-
A.
Kwame Kilpatrick
Kwame Kilpatrick is a former mayor of Detroit who became widely known for his corruption scandal, criminal convictions, and subsequent imprisonment.
-
B.
Howard Cunningham
Howard Cunningham is the affable, old-fashioned Milwaukee hardware store owner and father figure on the classic American sitcom "Happy Days."
-
C.
Jeffrey Brotman
Jeffrey Brotman was an American businessman and attorney best known as the co-founder and longtime chairman of Costco, one of the world’s largest warehouse retail chains.
-
D.
Jumaane Williams
Jumaane Williams is a New York City politician and activist known for his progressive stances on issues such as police reform, housing, and social justice.
-
E.
Rahm Emanuel
Rahm Emanuel is an American politician and diplomat who has served as a U.S. congressman, mayor of Chicago, and U.S. ambassador to Japan.
- 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: Ed Lee mayoralty Triple: [San Francisco mayoral election, 2018, follows, Ed Lee mayoralty]
Generated description
The Ed Lee mayoralty refers to the tenure of Edwin M. Lee as mayor of San Francisco, during which he became the city's first Asian American mayor and oversaw a period of rapid tech-driven economic growth and rising housing costs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ed Lee mayoralty Target entity description: The Ed Lee mayoralty refers to the tenure of Edwin M. Lee as mayor of San Francisco, during which he became the city's first Asian American mayor and oversaw a period of rapid tech-driven economic growth and rising housing costs.
-
A.
Kwame Kilpatrick
Kwame Kilpatrick is a former mayor of Detroit who became widely known for his corruption scandal, criminal convictions, and subsequent imprisonment.
-
B.
Howard Cunningham
Howard Cunningham is the affable, old-fashioned Milwaukee hardware store owner and father figure on the classic American sitcom "Happy Days."
-
C.
Jeffrey Brotman
Jeffrey Brotman was an American businessman and attorney best known as the co-founder and longtime chairman of Costco, one of the world’s largest warehouse retail chains.
-
D.
Jumaane Williams
Jumaane Williams is a New York City politician and activist known for his progressive stances on issues such as police reform, housing, and social justice.
-
E.
Rahm Emanuel
Rahm Emanuel is an American politician and diplomat who has served as a U.S. congressman, mayor of Chicago, and U.S. ambassador to Japan.
- 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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8efbe148190901d3650aa60408a |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0af60fac8190bc8c8a212a422305 |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0b8bd2bc8190a6f16519f3f6e924 |
completed | March 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0bf5364c8190bffbbd211a5e11a6 |
completed | March 8, 2026, 11:53 p.m. |
Created at: March 4, 2026, 7:38 p.m.