Triple
T21898068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martha De Laurentiis |
E540732
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Martha Schumacher
Martha Schumacher, better known as Martha De Laurentiis, was an American film and television producer recognized for her work on projects such as the Hannibal Lecter franchise.
|
E1509239
|
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 Schumacher | Statement: [Martha De Laurentiis, birthName, Martha Schumacher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martha Schumacher Context triple: [Martha De Laurentiis, birthName, Martha Schumacher]
-
A.
Martha Schmellinsky
Martha Schmellinsky was the wife of East German leader Walter Ulbricht and thus part of the political elite of the German Democratic Republic.
-
B.
Martha Schwerdtlein
Martha Schwerdtlein is a secondary character in Goethe’s tragedy "Faust," depicted as Gretchen’s neighbor and a meddlesome widow who helps facilitate the relationship between Faust and Gretchen.
-
C.
Maria Muhlmann
Maria Muhlmann is an individual honored by the Maria and Eric Muhlmann Award, indicating her notable contributions or significance in the field recognized by that prize.
-
D.
Marianne Willisch
Marianne Willisch is an artist and designer associated with the New Bauhaus movement in Chicago.
-
E.
Maria Hirschmann
Maria Hirschmann is a notable individual recognized for bearing the surname Hirschmann.
- 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 Schumacher Triple: [Martha De Laurentiis, birthName, Martha Schumacher]
Generated description
Martha Schumacher, better known as Martha De Laurentiis, was an American film and television producer recognized for her work on projects such as the Hannibal Lecter franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martha Schumacher Target entity description: Martha Schumacher, better known as Martha De Laurentiis, was an American film and television producer recognized for her work on projects such as the Hannibal Lecter franchise.
-
A.
Martha Schmellinsky
Martha Schmellinsky was the wife of East German leader Walter Ulbricht and thus part of the political elite of the German Democratic Republic.
-
B.
Martha Schwerdtlein
Martha Schwerdtlein is a secondary character in Goethe’s tragedy "Faust," depicted as Gretchen’s neighbor and a meddlesome widow who helps facilitate the relationship between Faust and Gretchen.
-
C.
Maria Muhlmann
Maria Muhlmann is an individual honored by the Maria and Eric Muhlmann Award, indicating her notable contributions or significance in the field recognized by that prize.
-
D.
Marianne Willisch
Marianne Willisch is an artist and designer associated with the New Bauhaus movement in Chicago.
-
E.
Maria Hirschmann
Maria Hirschmann is a notable individual recognized for bearing the surname Hirschmann.
- 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_69e0c47b4e8c81908c8076eaa4c8e4f2 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f11fc7c70c81908b9bb4de68616e41 |
completed | April 28, 2026, 8:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a60d77d248190af5ed145477059f7 |
completed | May 18, 2026, 12:44 a.m. |
| NEDg | Description generation | batch_6a0a619fa5048190a78af846d4576c46 |
completed | May 18, 2026, 12:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a62097c2c8190a223c257b4bbc28e |
completed | May 18, 2026, 12:49 a.m. |
Created at: April 16, 2026, 7:07 p.m.