Triple
T14808936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bitty Schram |
E348121
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Elizabeth Natalie Schram
Elizabeth Natalie Schram, known professionally as Bitty Schram, is an American actress best known for her role as Sharona Fleming on the television series "Monk."
|
E1163075
|
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: Elizabeth Natalie Schram | Statement: [Bitty Schram, birthName, Elizabeth Natalie Schram]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Natalie Schram Context triple: [Bitty Schram, birthName, Elizabeth Natalie Schram]
-
A.
Lauren Schuker Blum
Lauren Schuker Blum is an American journalist and screenwriter known for her work in entertainment reporting and film and television writing.
-
B.
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.
-
C.
Giselle Eisenberg
Giselle Eisenberg is an American child actress best known for her comedic role as Sophia Hughes on the CBS sitcom "Life in Pieces."
-
D.
Jessica Hershberg
Jessica Hershberg is an American stage actress and singer known for her work in musical theatre and as the wife of actor Santino Fontana.
-
E.
Charlotte Hauser
Charlotte Hauser is a central character in the film "Look at Me," whose personal struggles and relationships drive much of the story’s emotional narrative.
- 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: Elizabeth Natalie Schram Triple: [Bitty Schram, birthName, Elizabeth Natalie Schram]
Generated description
Elizabeth Natalie Schram, known professionally as Bitty Schram, is an American actress best known for her role as Sharona Fleming on the television series "Monk."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Natalie Schram Target entity description: Elizabeth Natalie Schram, known professionally as Bitty Schram, is an American actress best known for her role as Sharona Fleming on the television series "Monk."
-
A.
Lauren Schuker Blum
Lauren Schuker Blum is an American journalist and screenwriter known for her work in entertainment reporting and film and television writing.
-
B.
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.
-
C.
Giselle Eisenberg
Giselle Eisenberg is an American child actress best known for her comedic role as Sophia Hughes on the CBS sitcom "Life in Pieces."
-
D.
Jessica Hershberg
Jessica Hershberg is an American stage actress and singer known for her work in musical theatre and as the wife of actor Santino Fontana.
-
E.
Charlotte Hauser
Charlotte Hauser is a central character in the film "Look at Me," whose personal struggles and relationships drive much of the story’s emotional narrative.
- 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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decf35a5e081909321193ef37099d1 |
completed | April 14, 2026, 11:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff453e3d3081909f6b6e8b67a824ac |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff46e4771881909f1dc8c9d5e7e411 |
completed | May 9, 2026, 2:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff471fe76081909189dc5f1e2453e6 |
completed | May 9, 2026, 2:39 p.m. |
Created at: April 10, 2026, 1:45 a.m.