Triple
T8546230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armand Hammer |
E202329
|
entity |
| Predicate | hasRelative |
P367
|
FINISHED |
| Object |
Julius Hammer
Julius Hammer was a Russian-born American physician, businessman, and socialist activist best known as the father of industrialist Armand Hammer.
|
E743202
|
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: Julius Hammer | Statement: [Armand Hammer, hasRelative, Julius Hammer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julius Hammer Context triple: [Armand Hammer, hasRelative, Julius Hammer]
-
A.
Julius Schreck
Julius Schreck was an early member of the Nazi Party and the first commander of Adolf Hitler’s SS bodyguard unit, playing a key role in the formation of the Schutzstaffel.
-
B.
Victor Hammer
Victor Hammer is a cinematographer best known for his work on the comedy film "Billy Madison."
-
C.
Josef Jennewein
Josef Jennewein was a German World War II Luftwaffe fighter ace and former Olympic alpine skier.
-
D.
Hermann Bellheim
Hermann Bellheim is the wealthy, aging department store owner and central figure in the German television miniseries "Der große Bellheim," around whom the story’s business and personal conflicts revolve.
-
E.
Hermann Blankenstein
Hermann Blankenstein was a prominent 19th-century German architect best known for designing numerous public buildings in Berlin, particularly schools and administrative structures.
- 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: Julius Hammer Triple: [Armand Hammer, hasRelative, Julius Hammer]
Generated description
Julius Hammer was a Russian-born American physician, businessman, and socialist activist best known as the father of industrialist Armand Hammer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julius Hammer Target entity description: Julius Hammer was a Russian-born American physician, businessman, and socialist activist best known as the father of industrialist Armand Hammer.
-
A.
Julius Schreck
Julius Schreck was an early member of the Nazi Party and the first commander of Adolf Hitler’s SS bodyguard unit, playing a key role in the formation of the Schutzstaffel.
-
B.
Victor Hammer
Victor Hammer is a cinematographer best known for his work on the comedy film "Billy Madison."
-
C.
Josef Jennewein
Josef Jennewein was a German World War II Luftwaffe fighter ace and former Olympic alpine skier.
-
D.
Hermann Bellheim
Hermann Bellheim is the wealthy, aging department store owner and central figure in the German television miniseries "Der große Bellheim," around whom the story’s business and personal conflicts revolve.
-
E.
Hermann Blankenstein
Hermann Blankenstein was a prominent 19th-century German architect best known for designing numerous public buildings in Berlin, particularly schools and administrative structures.
- 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_69ca832461e88190a654c5e44e233aa8 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe74f62148190bfd6cacf5d4f74b6 |
completed | March 31, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce8924e3348190b7c8911e574d1cd0 |
completed | April 2, 2026, 3:20 p.m. |
| NEDg | Description generation | batch_69ce8a9ba0448190ae7637f24b8a8032 |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8bda33548190a8f6985a48d65a39 |
completed | April 2, 2026, 3:31 p.m. |
Created at: March 30, 2026, 6:18 p.m.