Triple
T953601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grok |
E20576
|
entity |
| Predicate | hasNameOriginAuthor |
P3325
|
FINISHED |
| Object |
Robert A. Heinlein
Robert A. Heinlein was a pioneering American science fiction author, often called the "dean of science fiction writers," known for influential works like "Stranger in a Strange Land" and "Starship Troopers."
|
E114158
|
NE FINISHED |
How this triple was built (5 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: Robert A. Heinlein | Statement: [Grok, hasNameOriginAuthor, Robert A. Heinlein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert A. Heinlein Context triple: [Grok, hasNameOriginAuthor, Robert A. Heinlein]
-
A.
Robert Silverberg
Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
-
B.
Gregory Benford
Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
-
C.
Isaac Asimov
Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
-
D.
Richard Matheson
Richard Matheson was an American author and screenwriter renowned for his influential works of horror, science fiction, and fantasy, including the novel "I Am Legend" and numerous classic "The Twilight Zone" episodes.
-
E.
Arthur C. Clarke
Arthur C. Clarke was a British science fiction writer and futurist best known for works like "2001: A Space Odyssey" and for popularizing concepts such as geostationary communications satellites.
- 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: Robert A. Heinlein Triple: [Grok, hasNameOriginAuthor, Robert A. Heinlein]
Generated description
Robert A. Heinlein was a pioneering American science fiction author, often called the "dean of science fiction writers," known for influential works like "Stranger in a Strange Land" and "Starship Troopers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert A. Heinlein Target entity description: Robert A. Heinlein was a pioneering American science fiction author, often called the "dean of science fiction writers," known for influential works like "Stranger in a Strange Land" and "Starship Troopers."
-
A.
Robert Silverberg
Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
-
B.
Gregory Benford
Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
-
C.
Isaac Asimov
Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
-
D.
Richard Matheson
Richard Matheson was an American author and screenwriter renowned for his influential works of horror, science fiction, and fantasy, including the novel "I Am Legend" and numerous classic "The Twilight Zone" episodes.
-
E.
Arthur C. Clarke
Arthur C. Clarke was a British science fiction writer and futurist best known for works like "2001: A Space Odyssey" and for popularizing concepts such as geostationary communications satellites.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNameOriginAuthor Context triple: [Grok, hasNameOriginAuthor, Robert A. Heinlein]
-
A.
hasNameOrigin
chosen
Indicates that the origin or source of an entity’s name is specified by the related entity.
-
B.
authorBirthName
Indicates the full personal name an author was given at birth, before any later name changes or pseudonyms.
-
C.
authorName
Indicates the name associated with the person or entity that authored a given work or resource.
-
D.
authorNationality
Indicates the relationship between an author and the country or nationality with which that author is identified.
-
E.
creatorBirthName
Indicates the full birth name originally given to the creator of a work or entity.
- F. None of above.
Provenance (6 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_69a493b0f2fc81908cd227480a5356a1 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3d8f2e0819097554a301f8aa70f |
completed | March 1, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac17016be0819097207669eae17490 |
completed | March 7, 2026, 12:16 p.m. |
| NEDg | Description generation | batch_69ac1787a9ac81908f032cd893d3efe8 |
completed | March 7, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac1807aa388190ad2910966c9d1b04 |
completed | March 7, 2026, 12:20 p.m. |
| PD | Predicate disambiguation | batch_69a4b2a045308190ab94f3adab40db8d |
completed | March 1, 2026, 9:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.