Triple
T9994016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Federation of Teachers |
E196954
|
entity |
| Predicate | hasLeader |
P981
|
FINISHED |
| Object |
Randi Weingarten
Randi Weingarten is an American labor leader and attorney best known as the longtime president of the American Federation of Teachers and a prominent voice in national education policy debates.
|
E833668
|
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: Randi Weingarten | Statement: [American Federation of Teachers, hasLeader, Randi Weingarten]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randi Weingarten Context triple: [American Federation of Teachers, hasLeader, Randi Weingarten]
-
A.
Dianne Bock Stern
Dianne Bock Stern is the wife of the late David Stern, the longtime commissioner of the National Basketball Association (NBA).
-
B.
Rose Kaufman
Rose Kaufman was an American screenwriter and collaborator, known for co-writing films with her husband, director Philip Kaufman.
-
C.
Nancy Lieberman
Nancy Lieberman is a pioneering American basketball player and coach, widely regarded as one of the greatest figures in women's basketball history and a trailblazer for women in the sport.
-
D.
Ellen Dolan
Ellen Dolan is a central supporting character in the 2008 film "The Spirit," portrayed as the strong-willed daughter of the city's police commissioner and a key figure in the hero's personal life.
-
E.
Laura Dreyfuss
Laura Dreyfuss is an American actress and singer best known for her work in musical theatre and television, including roles on Broadway and in the TV series "Glee."
- 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: Randi Weingarten Triple: [American Federation of Teachers, hasLeader, Randi Weingarten]
Generated description
Randi Weingarten is an American labor leader and attorney best known as the longtime president of the American Federation of Teachers and a prominent voice in national education policy debates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randi Weingarten Target entity description: Randi Weingarten is an American labor leader and attorney best known as the longtime president of the American Federation of Teachers and a prominent voice in national education policy debates.
-
A.
Dianne Bock Stern
Dianne Bock Stern is the wife of the late David Stern, the longtime commissioner of the National Basketball Association (NBA).
-
B.
Rose Kaufman
Rose Kaufman was an American screenwriter and collaborator, known for co-writing films with her husband, director Philip Kaufman.
-
C.
Nancy Lieberman
Nancy Lieberman is a pioneering American basketball player and coach, widely regarded as one of the greatest figures in women's basketball history and a trailblazer for women in the sport.
-
D.
Ellen Dolan
Ellen Dolan is a central supporting character in the 2008 film "The Spirit," portrayed as the strong-willed daughter of the city's police commissioner and a key figure in the hero's personal life.
-
E.
Laura Dreyfuss
Laura Dreyfuss is an American actress and singer best known for her work in musical theatre and television, including roles on Broadway and in the TV series "Glee."
- 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_69ca82f1678c819093d06320a05f16a4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcb982d5c81909779c6e9d780b399 |
completed | April 2, 2026, 1:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2582ac03481908e76c10218f419d5 |
completed | April 5, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69d259701e488190b288c9f523a1ec87 |
completed | April 5, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d259da25e081909ac184f4fa80c57e |
completed | April 5, 2026, 12:47 p.m. |
Created at: March 30, 2026, 8:50 p.m.