Triple
T15443789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Two-Income Trap |
E369975
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Elizabeth Warren |
E75558
|
NE FINISHED |
How this triple was built (2 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: Elizabeth Warren | Statement: [The Two-Income Trap, author, Elizabeth Warren]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Warren Context triple: [The Two-Income Trap, author, Elizabeth Warren]
-
A.
Elizabeth Warren
chosen
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.
-
B.
Susan Roosevelt Weld
Susan Roosevelt Weld is an American scholar of Chinese law and human rights and a member of the Roosevelt family, known for her academic work and public service.
-
C.
Elizabeth Kucinich
Elizabeth Kucinich is a British-born advocate and public affairs professional known for her work on peace, social justice, and sustainable food policy, as well as her involvement in U.S. progressive political circles.
-
D.
Baraki Barak
Baraki Barak is a district in Logar Province, Afghanistan, known for its rural communities and strategic location south of Kabul.
-
E.
Amy Loughren
Amy Loughren is a real-life American nurse and whistleblower whose role in exposing serial killer Charles Cullen inspired the central character in the film and book "The Good Nurse."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a19180081909925012fbf4e62a3 |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ef666e08190a02a01a676306ab9 |
completed | April 16, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4549074481908c12045632f11941 |
completed | May 9, 2026, 2:31 p.m. |
Created at: April 10, 2026, 3:21 a.m.