Triple
T1799943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Norby Chronicles |
E39692
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
Walker & Company
Walker & Company is an American publishing house known for producing a wide range of fiction and non-fiction titles for general and young adult audiences.
|
E201042
|
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: Walker & Company | Statement: [The Norby Chronicles, publisher, Walker & Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walker & Company Context triple: [The Norby Chronicles, publisher, Walker & Company]
-
A.
Carol & Company
Carol & Company is an American sketch-comedy television series created and headlined by comedian and actress Carol Burnett.
-
B.
Henry Laurens & Company
Henry Laurens & Company was a prominent 18th-century Charleston-based mercantile and slave-trading firm associated with American statesman and merchant Henry Laurens.
-
C.
W. Duke, Sons & Co.
W. Duke, Sons & Co. was a prominent late-19th-century American cigarette manufacturer that became a core predecessor to the American Tobacco Company trust.
-
D.
Henry Crown and Company
Henry Crown and Company is a private, family-owned investment firm serving as the primary investment vehicle for the wealthy and influential Crown family of Chicago.
-
E.
MacAndrews & Forbes
MacAndrews & Forbes is a private holding company controlled by Ronald Perelman, known for its diversified investments across industries such as consumer products, entertainment, and defense.
- 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: Walker & Company Triple: [The Norby Chronicles, publisher, Walker & Company]
Generated description
Walker & Company is an American publishing house known for producing a wide range of fiction and non-fiction titles for general and young adult audiences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walker & Company Target entity description: Walker & Company is an American publishing house known for producing a wide range of fiction and non-fiction titles for general and young adult audiences.
-
A.
Carol & Company
Carol & Company is an American sketch-comedy television series created and headlined by comedian and actress Carol Burnett.
-
B.
Henry Laurens & Company
Henry Laurens & Company was a prominent 18th-century Charleston-based mercantile and slave-trading firm associated with American statesman and merchant Henry Laurens.
-
C.
W. Duke, Sons & Co.
W. Duke, Sons & Co. was a prominent late-19th-century American cigarette manufacturer that became a core predecessor to the American Tobacco Company trust.
-
D.
Henry Crown and Company
Henry Crown and Company is a private, family-owned investment firm serving as the primary investment vehicle for the wealthy and influential Crown family of Chicago.
-
E.
MacAndrews & Forbes
MacAndrews & Forbes is a private holding company controlled by Ronald Perelman, known for its diversified investments across industries such as consumer products, entertainment, and defense.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6569b2e48190a56cf48160796d2e |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d8da888190a88f3bd8036e19f4 |
completed | March 8, 2026, 5:46 p.m. |
| NEDg | Description generation | batch_69adb69c149081908b5b819c068a1ce2 |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8be528c819092a5e22b099fc2a0 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.