Triple
T7617595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MIT Self-Assembly Lab |
E172399
|
entity |
| Predicate | notableConcept |
P201
|
FINISHED |
| Object |
4D printing
4D printing is an advanced manufacturing process in which 3D-printed objects are designed to change shape or function over time in response to external stimuli such as heat, moisture, or light.
|
E677220
|
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: 4D printing | Statement: [MIT Self-Assembly Lab, notableConcept, 4D printing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 4D printing Context triple: [MIT Self-Assembly Lab, notableConcept, 4D printing]
-
A.
MakerBot
MakerBot is a pioneering American 3D printer manufacturer known for popularizing desktop 3D printing for consumers, educators, and professionals.
-
B.
Integral Shaped Filament
The Integral Shaped Filament is a prominent, elongated star-forming structure of dense gas and dust within the Orion Molecular Cloud Complex, notable for hosting active regions of massive and low-mass star formation.
-
C.
3D
3D is the fourth studio album by American R&B group TLC, released in 2002 and noted for its blend of contemporary R&B and pop as well as its poignant context following the death of member Lisa "Left Eye" Lopes.
-
D.
3D
3D, also known as Robert Del Naja, is a British artist, musician, and founding member of the trip-hop group Massive Attack.
-
E.
MICRO-MEsh GAseous Structure technology
MICRO-MEsh GAseous Structure (Micromegas) technology is a type of gaseous particle detector used in high-energy physics and astroparticle experiments for precise tracking and measurement of ionizing radiation.
- 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: 4D printing Triple: [MIT Self-Assembly Lab, notableConcept, 4D printing]
Generated description
4D printing is an advanced manufacturing process in which 3D-printed objects are designed to change shape or function over time in response to external stimuli such as heat, moisture, or light.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 4D printing Target entity description: 4D printing is an advanced manufacturing process in which 3D-printed objects are designed to change shape or function over time in response to external stimuli such as heat, moisture, or light.
-
A.
MakerBot
MakerBot is a pioneering American 3D printer manufacturer known for popularizing desktop 3D printing for consumers, educators, and professionals.
-
B.
Integral Shaped Filament
The Integral Shaped Filament is a prominent, elongated star-forming structure of dense gas and dust within the Orion Molecular Cloud Complex, notable for hosting active regions of massive and low-mass star formation.
-
C.
3D
3D, also known as Robert Del Naja, is a British artist, musician, and founding member of the trip-hop group Massive Attack.
-
D.
3D
3D is the fourth studio album by American R&B group TLC, released in 2002 and noted for its blend of contemporary R&B and pop as well as its poignant context following the death of member Lisa "Left Eye" Lopes.
-
E.
MICRO-MEsh GAseous Structure technology
MICRO-MEsh GAseous Structure (Micromegas) technology is a type of gaseous particle detector used in high-energy physics and astroparticle experiments for precise tracking and measurement of ionizing radiation.
- 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_69c699506b308190826894dab1d9ea86 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa46d95081909c01d1432585ab2a |
completed | March 27, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c868714d7c8190aae66a3dd4e6214b |
completed | March 28, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_69c86a93e34c81908aaf0edb023ee78c |
completed | March 28, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86af8330c8190a43c599e82fe465a |
completed | March 28, 2026, 11:57 p.m. |
Created at: March 27, 2026, 3:55 p.m.