Triple
T1511474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Serber |
E32022
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Serber
Serber is a surname most notably associated with American physicist Robert Serber, who contributed to the Manhattan Project.
|
E172421
|
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: Serber | Statement: [Robert Serber, familyName, Serber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Serber Context triple: [Robert Serber, familyName, Serber]
-
A.
Sarbox
Sarbox is a common shorthand for the Sarbanes–Oxley Act of 2002, a U.S. federal law that overhauled corporate governance and financial reporting requirements to protect investors from accounting fraud.
-
B.
Heed
Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
-
C.
Sabotage
"Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
-
D.
Sabotage
Sabotage is a 1936 British thriller film directed by Alfred Hitchcock, loosely based on Joseph Conrad’s novel "The Secret Agent," about a cinema owner secretly involved in a terrorist bombing plot in London.
-
E.
Cassibile
Cassibile is a village in southeastern Sicily, Italy, historically notable as the site where the 1943 armistice between Italy and the Allies was signed during World War II.
- 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: Serber Triple: [Robert Serber, familyName, Serber]
Generated description
Serber is a surname most notably associated with American physicist Robert Serber, who contributed to the Manhattan Project.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Serber Target entity description: Serber is a surname most notably associated with American physicist Robert Serber, who contributed to the Manhattan Project.
-
A.
Sarbox
Sarbox is a common shorthand for the Sarbanes–Oxley Act of 2002, a U.S. federal law that overhauled corporate governance and financial reporting requirements to protect investors from accounting fraud.
-
B.
Heed
Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
-
C.
Sabotage
"Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
-
D.
Sabotage
Sabotage is a 1936 British thriller film directed by Alfred Hitchcock, loosely based on Joseph Conrad’s novel "The Secret Agent," about a cinema owner secretly involved in a terrorist bombing plot in London.
-
E.
Cassibile
Cassibile is a village in southeastern Sicily, Italy, historically notable as the site where the 1943 armistice between Italy and the Allies was signed during World War II.
- 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61db41c88190a2d97cc9cbbc3f06 |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad233e6e748190929b3f339cc9bd4b |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad23e279e88190ae341af34ea98487 |
completed | March 8, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad24f7d8b081909241ab3995172f4d |
completed | March 8, 2026, 7:27 a.m. |
Created at: March 4, 2026, 7:26 p.m.