Triple
T4651172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom B. Brown |
E102297
|
entity |
| Predicate | hasCoAuthor |
P2389
|
FINISHED |
| Object |
Clemens Winter
Clemens Winter is a researcher and co-author known for collaborating with Tom B. Brown on work in artificial intelligence and machine learning.
|
E457866
|
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: Clemens Winter | Statement: [Tom B. Brown, hasCoAuthor, Clemens Winter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clemens Winter Context triple: [Tom B. Brown, hasCoAuthor, Clemens Winter]
-
A.
Franz Schilling
Franz Schilling was a Nazi physician prosecuted in the post–World War II Doctors' Trial for his involvement in unethical and criminal medical experiments.
-
B.
Max Dudler
Max Dudler is a Swiss-born architect known for his minimalist, rigorously geometric designs that blend modernism with classical proportions, particularly in cultural and institutional buildings across Europe.
-
C.
Karl Pfirsch
Karl Pfirsch was a German industrialist who stood as a defendant in the Nuremberg Military Tribunal’s Case X for his involvement in Nazi-era economic activities.
-
D.
Kurt Diemberger
Kurt Diemberger is an Austrian mountaineer and filmmaker renowned as one of the few climbers to have made first ascents on two 8,000-meter peaks.
-
E.
Walter Franz
Walter Franz is a central character in Arthur Miller's play "The Price," an aging, pragmatic furniture dealer whose negotiations reveal the play’s themes of memory, regret, and the cost of past choices.
- 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: Clemens Winter Triple: [Tom B. Brown, hasCoAuthor, Clemens Winter]
Generated description
Clemens Winter is a researcher and co-author known for collaborating with Tom B. Brown on work in artificial intelligence and machine learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clemens Winter Target entity description: Clemens Winter is a researcher and co-author known for collaborating with Tom B. Brown on work in artificial intelligence and machine learning.
-
A.
Franz Schilling
Franz Schilling was a Nazi physician prosecuted in the post–World War II Doctors' Trial for his involvement in unethical and criminal medical experiments.
-
B.
Max Dudler
Max Dudler is a Swiss-born architect known for his minimalist, rigorously geometric designs that blend modernism with classical proportions, particularly in cultural and institutional buildings across Europe.
-
C.
Karl Pfirsch
Karl Pfirsch was a German industrialist who stood as a defendant in the Nuremberg Military Tribunal’s Case X for his involvement in Nazi-era economic activities.
-
D.
Kurt Diemberger
Kurt Diemberger is an Austrian mountaineer and filmmaker renowned as one of the few climbers to have made first ascents on two 8,000-meter peaks.
-
E.
Walter Franz
Walter Franz is a central character in Arthur Miller's play "The Price," an aging, pragmatic furniture dealer whose negotiations reveal the play’s themes of memory, regret, and the cost of past choices.
- 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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6c3d1cb88190a42919dcbfe2568c |
completed | March 20, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfae7636881908244b86cba1c66b7 |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfbc12acc8190b8116a6003abb3e3 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc44536c8190a71e52b0690a7570 |
completed | March 21, 2026, 2:02 a.m. |
Created at: March 20, 2026, 1:14 p.m.