Triple
T4467728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Astronomical Society of the Pacific |
E98419
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Project ASTRO
Project ASTRO is an educational outreach program that partners astronomers with teachers to bring hands-on astronomy and space science experiences into classrooms and communities.
|
E441589
|
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: Project ASTRO | Statement: [Astronomical Society of the Pacific, hasProgram, Project ASTRO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Project ASTRO Context triple: [Astronomical Society of the Pacific, hasProgram, Project ASTRO]
-
A.
ASTRO
ASTRO is the leading professional organization in the United States for radiation oncologists and other specialists involved in radiation therapy for cancer and other diseases.
-
B.
Project Orbiter
Project Orbiter was an early U.S. Army–Navy proposal to launch the first American artificial satellite, whose cancellation led to the later Vanguard program.
-
C.
Aristo project
The Aristo project is an AI research initiative by the Allen Institute for Artificial Intelligence focused on building systems that can answer and reason about standardized science exam questions.
-
D.
Project Taara
Project Taara is an experimental initiative by X (formerly Google X) that uses high-speed, point-to-point laser communication through the air to deliver internet connectivity to underserved or hard-to-reach areas.
-
E.
Project Icarus
Project Icarus is a modern theoretical study and design effort for an interstellar spacecraft, conceived as a successor to the 1970s Project Daedalus concept.
- 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: Project ASTRO Triple: [Astronomical Society of the Pacific, hasProgram, Project ASTRO]
Generated description
Project ASTRO is an educational outreach program that partners astronomers with teachers to bring hands-on astronomy and space science experiences into classrooms and communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Project ASTRO Target entity description: Project ASTRO is an educational outreach program that partners astronomers with teachers to bring hands-on astronomy and space science experiences into classrooms and communities.
-
A.
ASTRO
ASTRO is the leading professional organization in the United States for radiation oncologists and other specialists involved in radiation therapy for cancer and other diseases.
-
B.
Project Orbiter
Project Orbiter was an early U.S. Army–Navy proposal to launch the first American artificial satellite, whose cancellation led to the later Vanguard program.
-
C.
Aristo project
The Aristo project is an AI research initiative by the Allen Institute for Artificial Intelligence focused on building systems that can answer and reason about standardized science exam questions.
-
D.
Project Taara
Project Taara is an experimental initiative by X (formerly Google X) that uses high-speed, point-to-point laser communication through the air to deliver internet connectivity to underserved or hard-to-reach areas.
-
E.
Project Icarus
Project Icarus is a modern theoretical study and design effort for an interstellar spacecraft, conceived as a successor to the 1970s Project Daedalus concept.
- 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.