Triple
T20084582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nucky Johnson |
E500092
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Florence Osbeck
Florence Osbeck was the wife of notorious Atlantic City political boss and racketeer Enoch “Nucky” Johnson.
|
E1419655
|
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: Florence Osbeck | Statement: [Nucky Johnson, spouse, Florence Osbeck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence Osbeck Context triple: [Nucky Johnson, spouse, Florence Osbeck]
-
A.
Florence Klotz
Florence Klotz was an American costume designer renowned for her Tony Award–winning work on Broadway musicals, particularly in collaboration with Stephen Sondheim.
-
B.
Florence Meyer
Florence Meyer was an American portrait photographer and socialite known for her work in artistic and society circles in the mid-20th century.
-
C.
Florence Herman
Florence Herman was the wife of American modernist poet and physician William Carlos Williams.
-
D.
Florence Isham
Florence Isham is a member of the historically prominent Isham family, an English lineage known for its longstanding social and regional influence.
-
E.
Florence Sadaune
Florence Sadaune is a costume designer known for her work on the visually striking French film "Les Amants du Pont-Neuf."
- 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: Florence Osbeck Triple: [Nucky Johnson, spouse, Florence Osbeck]
Generated description
Florence Osbeck was the wife of notorious Atlantic City political boss and racketeer Enoch “Nucky” Johnson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florence Osbeck Target entity description: Florence Osbeck was the wife of notorious Atlantic City political boss and racketeer Enoch “Nucky” Johnson.
-
A.
Florence Klotz
Florence Klotz was an American costume designer renowned for her Tony Award–winning work on Broadway musicals, particularly in collaboration with Stephen Sondheim.
-
B.
Florence Meyer
Florence Meyer was an American portrait photographer and socialite known for her work in artistic and society circles in the mid-20th century.
-
C.
Florence Herman
Florence Herman was the wife of American modernist poet and physician William Carlos Williams.
-
D.
Florence Isham
Florence Isham is a member of the historically prominent Isham family, an English lineage known for its longstanding social and regional influence.
-
E.
Florence Sadaune
Florence Sadaune is a costume designer known for her work on the visually striking French film "Les Amants du Pont-Neuf."
- 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_69da627770948190997f486f9a2e370f |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6655a2d2c81908a6b8fd2f209a825 |
completed | April 20, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a084b761ce08190b92227994897ed07 |
completed | May 16, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_6a084c74632c81909480eac174fdcad3 |
completed | May 16, 2026, 10:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a084d2161cc81908e1b5993cea934a0 |
completed | May 16, 2026, 10:55 a.m. |
Created at: April 11, 2026, 3:41 p.m.