Triple
T19401049
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Firebrand Books |
E485325
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Nancy K. Bereano
Nancy K. Bereano is an American feminist and LGBTQ+ activist, editor, and publisher best known for founding the influential lesbian feminist press Firebrand Books.
|
E1373951
|
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: Nancy K. Bereano | Statement: [Firebrand Books, foundedBy, Nancy K. Bereano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nancy K. Bereano Context triple: [Firebrand Books, foundedBy, Nancy K. Bereano]
-
A.
Nancy Berg
Nancy Berg was an American model and actress who appeared in film and television productions during the mid-20th century.
-
B.
Nancy Shevell
Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
-
C.
Deborah Koons
Deborah Koons is an American documentary filmmaker and environmental activist best known for her marriage to Grateful Dead frontman Jerry Garcia.
-
D.
Nancy Dolman
Nancy Dolman was a Canadian comedic actress and singer best known for her work on the television series "Soap" and for her long marriage to comedian Martin Short.
-
E.
Nancy Kruse
Nancy Kruse is a writer known for her work on the story of the animated film "Encanto."
- 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: Nancy K. Bereano Triple: [Firebrand Books, foundedBy, Nancy K. Bereano]
Generated description
Nancy K. Bereano is an American feminist and LGBTQ+ activist, editor, and publisher best known for founding the influential lesbian feminist press Firebrand Books.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nancy K. Bereano Target entity description: Nancy K. Bereano is an American feminist and LGBTQ+ activist, editor, and publisher best known for founding the influential lesbian feminist press Firebrand Books.
-
A.
Nancy Berg
Nancy Berg was an American model and actress who appeared in film and television productions during the mid-20th century.
-
B.
Nancy Shevell
Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
-
C.
Deborah Koons
Deborah Koons is an American documentary filmmaker and environmental activist best known for her marriage to Grateful Dead frontman Jerry Garcia.
-
D.
Nancy Dolman
Nancy Dolman was a Canadian comedic actress and singer best known for her work on the television series "Soap" and for her long marriage to comedian Martin Short.
-
E.
Nancy Kruse
Nancy Kruse is a writer known for her work on the story of the animated film "Encanto."
- 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_69d8e8d5162481909db12435d9535c1a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62577454c81909d5bcd07e99b27e4 |
completed | April 20, 2026, 1:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b90e5b88190af351c9b1814a456 |
completed | May 15, 2026, 2:20 p.m. |
| NEDg | Description generation | batch_6a072d79ae348190a078fb5441c6466b |
completed | May 15, 2026, 2:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072e930e948190ac19fa2b81639922 |
completed | May 15, 2026, 2:32 p.m. |
Created at: April 10, 2026, 1:36 p.m.