Triple
T4666501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piers Anthony |
E102858
|
entity |
| Predicate | hasSeries |
P1761
|
FINISHED |
| Object |
Cluster series
The Cluster series is a science fiction book series by Piers Anthony that explores interstellar travel, reincarnation, and linked star systems through adventurous, metaphysical storytelling.
|
E462362
|
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: Cluster series | Statement: [Piers Anthony, hasSeries, Cluster series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cluster series Context triple: [Piers Anthony, hasSeries, Cluster series]
-
A.
CLUSTER
CLUSTER is a consortium of leading European science and technology universities that collaborate on education, research, and innovation initiatives.
-
B.
Cluster mission
The Cluster mission is a European Space Agency project consisting of four identical spacecraft flying in formation to study Earth's magnetosphere and its interaction with the solar wind in three dimensions.
-
C.
Cluster II
Cluster II is the second spacecraft in ESA’s Cluster mission, a four-satellite constellation studying Earth’s magnetosphere and its interaction with the solar wind.
-
D.
Fitting series
The Fitting series is a sequence of characteristic subgroups of a finite group that generalizes the Fitting subgroup to analyze the group's nilpotent structure layer by layer.
-
E.
Seri
The Seri are an Indigenous people of northwestern Mexico, traditionally living along the Gulf of California coast and known for their rich maritime culture, distinctive language, and artisanal crafts.
- 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: Cluster series Triple: [Piers Anthony, hasSeries, Cluster series]
Generated description
The Cluster series is a science fiction book series by Piers Anthony that explores interstellar travel, reincarnation, and linked star systems through adventurous, metaphysical storytelling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cluster series Target entity description: The Cluster series is a science fiction book series by Piers Anthony that explores interstellar travel, reincarnation, and linked star systems through adventurous, metaphysical storytelling.
-
A.
CLUSTER
CLUSTER is a consortium of leading European science and technology universities that collaborate on education, research, and innovation initiatives.
-
B.
Cluster mission
The Cluster mission is a European Space Agency project consisting of four identical spacecraft flying in formation to study Earth's magnetosphere and its interaction with the solar wind in three dimensions.
-
C.
Cluster II
Cluster II is the second spacecraft in ESA’s Cluster mission, a four-satellite constellation studying Earth’s magnetosphere and its interaction with the solar wind.
-
D.
Fitting series
The Fitting series is a sequence of characteristic subgroups of a finite group that generalizes the Fitting subgroup to analyze the group's nilpotent structure layer by layer.
-
E.
Seri
The Seri are an Indigenous people of northwestern Mexico, traditionally living along the Gulf of California coast and known for their rich maritime culture, distinctive language, and artisanal crafts.
- 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_69bd43d9cba4819086c1ab1c2d9d2133 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd633d87788190a3c8946ed6995062 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be0384a1488190a59dc08766f526dd |
completed | March 21, 2026, 2:33 a.m. |
| NEDg | Description generation | batch_69be05269de48190849a76b5fbd24b4a |
completed | March 21, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05d277248190bf675151eca07247 |
completed | March 21, 2026, 2:43 a.m. |
Created at: March 20, 2026, 1:15 p.m.