Triple
T6910043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tor Books |
E159906
|
entity |
| Predicate | parentCompany |
P254
|
FINISHED |
| Object |
Tom Doherty Associates
Tom Doherty Associates is a prominent American publishing company best known for its science fiction and fantasy imprints, including Tor Books.
|
E628013
|
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: Tom Doherty Associates | Statement: [Tor Books, parentCompany, Tom Doherty Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Doherty Associates Context triple: [Tor Books, parentCompany, Tom Doherty Associates]
-
A.
Adamson Associates
Adamson Associates is an international architecture and design firm known for its work on major commercial and mixed-use developments, including prominent skyscrapers and urban landmarks.
-
B.
Taliesin Associated Architects
Taliesin Associated Architects was the architectural firm established to continue Frank Lloyd Wright’s design legacy, staffed largely by his former apprentices and collaborators.
-
C.
William Rawn Associates
William Rawn Associates is a prominent American architecture firm known for designing acclaimed cultural and educational buildings, including major performance halls and university facilities.
-
D.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
E.
Harry Weese Associates
Harry Weese Associates was a prominent American architecture firm known for modernist and urban design projects, including significant commercial buildings and transit systems.
- 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: Tom Doherty Associates Triple: [Tor Books, parentCompany, Tom Doherty Associates]
Generated description
Tom Doherty Associates is a prominent American publishing company best known for its science fiction and fantasy imprints, including Tor Books.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Doherty Associates Target entity description: Tom Doherty Associates is a prominent American publishing company best known for its science fiction and fantasy imprints, including Tor Books.
-
A.
Adamson Associates
Adamson Associates is an international architecture and design firm known for its work on major commercial and mixed-use developments, including prominent skyscrapers and urban landmarks.
-
B.
Taliesin Associated Architects
Taliesin Associated Architects was the architectural firm established to continue Frank Lloyd Wright’s design legacy, staffed largely by his former apprentices and collaborators.
-
C.
William Rawn Associates
William Rawn Associates is a prominent American architecture firm known for designing acclaimed cultural and educational buildings, including major performance halls and university facilities.
-
D.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
E.
Harry Weese Associates
Harry Weese Associates was a prominent American architecture firm known for modernist and urban design projects, including significant commercial buildings and transit systems.
- 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_69c68839ccb88190b4aa5cc1aca3448f |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9c00e948190b103a2b2a2738bb1 |
completed | March 27, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c749076f6c819088b0b40dd3e208b0 |
completed | March 28, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c74c274258819099913ac5610730ac |
completed | March 28, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74cca47b88190867550802db43ef0 |
completed | March 28, 2026, 3:36 a.m. |
Created at: March 27, 2026, 2:25 p.m.