Triple
T15301789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David D. Friedman |
E365805
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Martha Friedman
Martha Friedman is the wife of economist, legal scholar, and anarcho-capitalist theorist David D. Friedman.
|
E1246558
|
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: Martha Friedman | Statement: [David D. Friedman, spouse, Martha Friedman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martha Friedman Context triple: [David D. Friedman, spouse, Martha Friedman]
-
A.
Martha Weiss
Martha Weiss is the grieving mother at the center of the drama film "Pieces of a Woman," whose emotional journey explores loss, trauma, and the struggle to rebuild her life after a tragic home birth.
-
B.
Marilyn Friedman
Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
-
C.
Marla Frumkin
Marla Frumkin is an American voice actress best known for portraying Velma Dinkley in the Scooby-Doo animated franchise.
-
D.
Harriet Friedman
Harriet Friedman is a Canadian sociologist and leading scholar in agrarian political economy, best known for developing the food regime theory that analyzes the global organization of agriculture and food systems.
-
E.
Martha Roth
Martha Roth is the wife of American actor and clown Bill Irwin.
- 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: Martha Friedman Triple: [David D. Friedman, spouse, Martha Friedman]
Generated description
Martha Friedman is the wife of economist, legal scholar, and anarcho-capitalist theorist David D. Friedman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martha Friedman Target entity description: Martha Friedman is the wife of economist, legal scholar, and anarcho-capitalist theorist David D. Friedman.
-
A.
Martha Weiss
Martha Weiss is the grieving mother at the center of the drama film "Pieces of a Woman," whose emotional journey explores loss, trauma, and the struggle to rebuild her life after a tragic home birth.
-
B.
Marilyn Friedman
Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
-
C.
Marla Frumkin
Marla Frumkin is an American voice actress best known for portraying Velma Dinkley in the Scooby-Doo animated franchise.
-
D.
Harriet Friedman
Harriet Friedman is a Canadian sociologist and leading scholar in agrarian political economy, best known for developing the food regime theory that analyzes the global organization of agriculture and food systems.
-
E.
Martha Roth
Martha Roth is the wife of American actor and clown Bill Irwin.
- 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_69d85a113ee881908e297a1d38dd79fa |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0368869f8819098cf9e7801e37548 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b2fc8f88190b9bd2887149e3d68 |
completed | May 10, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_6a011be1347481908ab05b4b30ab8243 |
completed | May 10, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011d144fd481908aac53f3ce4c62a7 |
completed | May 11, 2026, 12:04 a.m. |
Created at: April 10, 2026, 3:15 a.m.