Triple
T4467730
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Astronomical Society of the Pacific |
E98419
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Universe in the Classroom
Universe in the Classroom is an educational outreach program that provides astronomy teaching resources and support for K–12 educators.
|
E441590
|
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: Universe in the Classroom | Statement: [Astronomical Society of the Pacific, hasProgram, Universe in the Classroom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universe in the Classroom Context triple: [Astronomical Society of the Pacific, hasProgram, Universe in the Classroom]
-
A.
Our Picture of the Universe
"Our Picture of the Universe" is a chapter in Stephen Hawking’s popular science book *A Brief History of Time* that introduces and explains major cosmological models and our evolving understanding of the universe.
-
B.
Exploring Our Solar System
"Exploring Our Solar System" is a popular science book by astronaut Sally K. Ride that introduces readers to the planets, moons, and other key features of our solar system in an accessible, educational format.
-
C.
Our Time in the Universe
"Our Time in the Universe" is a track by the progressive rock/metal project Higher Truth, likely featuring expansive, atmospheric instrumentation and reflective, philosophical themes.
-
D.
The Universe
The Universe is a popular science book by Isaac Asimov that explains the structure, history, and phenomena of the cosmos in accessible language for general readers.
-
E.
Cosmic Apprentice: Dispatches from the Edges of Science
Cosmic Apprentice: Dispatches from the Edges of Science is a collection of essays by science writer Dorion Sagan that explores cutting-edge ideas in science, philosophy, and culture through an accessible, speculative lens.
- 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: Universe in the Classroom Triple: [Astronomical Society of the Pacific, hasProgram, Universe in the Classroom]
Generated description
Universe in the Classroom is an educational outreach program that provides astronomy teaching resources and support for K–12 educators.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universe in the Classroom Target entity description: Universe in the Classroom is an educational outreach program that provides astronomy teaching resources and support for K–12 educators.
-
A.
Our Picture of the Universe
"Our Picture of the Universe" is a chapter in Stephen Hawking’s popular science book *A Brief History of Time* that introduces and explains major cosmological models and our evolving understanding of the universe.
-
B.
Exploring Our Solar System
"Exploring Our Solar System" is a popular science book by astronaut Sally K. Ride that introduces readers to the planets, moons, and other key features of our solar system in an accessible, educational format.
-
C.
Our Time in the Universe
"Our Time in the Universe" is a track by the progressive rock/metal project Higher Truth, likely featuring expansive, atmospheric instrumentation and reflective, philosophical themes.
-
D.
The Universe
The Universe is a popular science book by Isaac Asimov that explains the structure, history, and phenomena of the cosmos in accessible language for general readers.
-
E.
Cosmic Apprentice: Dispatches from the Edges of Science
Cosmic Apprentice: Dispatches from the Edges of Science is a collection of essays by science writer Dorion Sagan that explores cutting-edge ideas in science, philosophy, and culture through an accessible, speculative lens.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3569a38e88190a8d590931c4a7c96 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b628665ba4819095d5ab205dd852d7 |
completed | March 15, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69b62954b77c8190968f844514656415 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a0cd92c8190a9eee2a9d73fb679 |
completed | March 15, 2026, 3:39 a.m. |
Created at: March 12, 2026, 11:34 p.m.