Triple
T1264429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick Muhlenberg |
E12568
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Catherine Schaeffer
Catherine Schaeffer was the wife of Frederick Muhlenberg, the first Speaker of the United States House of Representatives and a prominent early American political figure.
|
E286476
|
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: Catherine Schaeffer | Statement: [Frederick Muhlenberg, spouse, Catherine Schaeffer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Catherine Schaeffer Context triple: [Frederick Muhlenberg, spouse, Catherine Schaeffer]
-
A.
Catherine Stihler
Catherine Stihler is a Scottish former Labour MEP and political figure who has gone on to lead major digital and open knowledge organizations.
-
B.
Elizabeth Paepcke
Elizabeth Paepcke was an American philanthropist and cultural visionary who, with her husband Walter, played a central role in transforming Aspen, Colorado into an international center for arts, ideas, and intellectual dialogue.
-
C.
Cynthia Scheider
Cynthia Scheider is an American film editor known for her work on movies such as "The Taking of Pelham One Two Three" and "Kramer vs. Kramer."
-
D.
Elizabeth Reaser
Elizabeth Reaser is an American actress best known for her roles in the Twilight film series and the television drama Grey's Anatomy.
-
E.
Kate Schechter
Kate Schechter is a central character in Douglas Adams's novel "The Long Dark Tea-Time of the Soul," an American living in London who becomes entangled in a bizarre mystery involving Norse gods and the holistic detective Dirk Gently.
- 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: Catherine Schaeffer Triple: [Frederick Muhlenberg, spouse, Catherine Schaeffer]
Generated description
Catherine Schaeffer was the wife of Frederick Muhlenberg, the first Speaker of the United States House of Representatives and a prominent early American political figure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Catherine Schaeffer Target entity description: Catherine Schaeffer was the wife of Frederick Muhlenberg, the first Speaker of the United States House of Representatives and a prominent early American political figure.
-
A.
Catherine Stihler
Catherine Stihler is a Scottish former Labour MEP and political figure who has gone on to lead major digital and open knowledge organizations.
-
B.
Elizabeth Paepcke
Elizabeth Paepcke was an American philanthropist and cultural visionary who, with her husband Walter, played a central role in transforming Aspen, Colorado into an international center for arts, ideas, and intellectual dialogue.
-
C.
Cynthia Scheider
Cynthia Scheider is an American film editor known for her work on movies such as "The Taking of Pelham One Two Three" and "Kramer vs. Kramer."
-
D.
Elizabeth Reaser
Elizabeth Reaser is an American actress best known for her roles in the Twilight film series and the television drama Grey's Anatomy.
-
E.
Kate Schechter
Kate Schechter is a central character in Douglas Adams's novel "The Long Dark Tea-Time of the Soul," an American living in London who becomes entangled in a bizarre mystery involving Norse gods and the holistic detective Dirk Gently.
- 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_69a4933352e08190ac617291985e76c0 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4c03573a48190b5851f0a734c2d6f |
completed | March 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af989077b881909eb04ffb1e252e8c |
completed | March 10, 2026, 4:05 a.m. |
| NEDg | Description generation | batch_69af99d25a1c81908061ebf996e4f470 |
completed | March 10, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a94473c8190b97cedd374d9b032 |
completed | March 10, 2026, 4:14 a.m. |
Created at: March 1, 2026, 7:50 p.m.