Triple
T9985344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heinrich Böll |
E196552
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Annmarie Cech
Annmarie Cech was the wife of German Nobel Prize–winning author Heinrich Böll.
|
E834460
|
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: Annmarie Cech | Statement: [Heinrich Böll, spouse, Annmarie Cech]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Annmarie Cech Context triple: [Heinrich Böll, spouse, Annmarie Cech]
-
A.
Kelly Dombrowski
Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
-
B.
Cheri Steinkellner
Cheri Steinkellner is an American television writer and producer best known for her work on acclaimed sitcoms such as "Cheers" and "Bob," often collaborating with her husband Bill Steinkellner.
-
C.
Christi Dembrowski
Christi Dembrowski is an American film producer and longtime collaborator of Johnny Depp, with whom she co-founded the production company Infinitum Nihil.
-
D.
Erika Tymrak
Erika Tymrak is an American professional soccer midfielder known for her playmaking creativity in the National Women's Soccer League and appearances with the United States women's national team.
-
E.
Amanda Scheer-Demme
Amanda Scheer-Demme is an American talent manager and music supervisor known for her work in film and television and for her marriage to the late director Ted Demme.
- 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: Annmarie Cech Triple: [Heinrich Böll, spouse, Annmarie Cech]
Generated description
Annmarie Cech was the wife of German Nobel Prize–winning author Heinrich Böll.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Annmarie Cech Target entity description: Annmarie Cech was the wife of German Nobel Prize–winning author Heinrich Böll.
-
A.
Kelly Dombrowski
Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
-
B.
Cheri Steinkellner
Cheri Steinkellner is an American television writer and producer best known for her work on acclaimed sitcoms such as "Cheers" and "Bob," often collaborating with her husband Bill Steinkellner.
-
C.
Christi Dembrowski
Christi Dembrowski is an American film producer and longtime collaborator of Johnny Depp, with whom she co-founded the production company Infinitum Nihil.
-
D.
Erika Tymrak
Erika Tymrak is an American professional soccer midfielder known for her playmaking creativity in the National Women's Soccer League and appearances with the United States women's national team.
-
E.
Amanda Scheer-Demme
Amanda Scheer-Demme is an American talent manager and music supervisor known for her work in film and television and for her marriage to the late director Ted Demme.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8bf5adc81908c862b75053dd8f1 |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257fe0e348190b55fbd38e21cff7c |
completed | April 5, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69d2594b5e5081908f7cc4af4d10b4a8 |
completed | April 5, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25a30ad98819084dcd305e709c34d |
completed | April 5, 2026, 12:48 p.m. |
Created at: March 30, 2026, 8:49 p.m.