Triple
T12562277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GemStone/S |
E295378
|
entity |
| Predicate | hasFeature |
P182
|
FINISHED |
| Object |
GemBuilder for Java integration
GemBuilder for Java integration is a development tool that enables Java applications to seamlessly access and manipulate data stored in the GemStone/S object database.
|
E991155
|
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: GemBuilder for Java integration | Statement: [GemStone/S, hasFeature, GemBuilder for Java integration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GemBuilder for Java integration Context triple: [GemStone/S, hasFeature, GemBuilder for Java integration]
-
A.
Code Builder
Code Builder is a Minecraft: Education Edition tool that lets players learn and practice coding by writing code to control in-game actions and automate tasks.
-
B.
JBuilder
JBuilder is an integrated development environment (IDE) created by Borland for building Java applications.
-
C.
SuiteBuilder
SuiteBuilder is a NetSuite configuration tool that lets users customize forms, fields, records, and user interface elements without needing to write code.
-
D.
Builder
Builder is a creational design pattern in object-oriented programming that separates the construction of a complex object from its representation, allowing the same construction process to create different representations.
-
E.
Project Builder
Project Builder was NeXT's and early Mac OS X's primary integrated development environment (IDE) for building software applications, later evolving into Apple's Xcode.
- 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: GemBuilder for Java integration Triple: [GemStone/S, hasFeature, GemBuilder for Java integration]
Generated description
GemBuilder for Java integration is a development tool that enables Java applications to seamlessly access and manipulate data stored in the GemStone/S object database.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GemBuilder for Java integration Target entity description: GemBuilder for Java integration is a development tool that enables Java applications to seamlessly access and manipulate data stored in the GemStone/S object database.
-
A.
Code Builder
Code Builder is a Minecraft: Education Edition tool that lets players learn and practice coding by writing code to control in-game actions and automate tasks.
-
B.
JBuilder
JBuilder is an integrated development environment (IDE) created by Borland for building Java applications.
-
C.
SuiteBuilder
SuiteBuilder is a NetSuite configuration tool that lets users customize forms, fields, records, and user interface elements without needing to write code.
-
D.
Builder
Builder is a creational design pattern in object-oriented programming that separates the construction of a complex object from its representation, allowing the same construction process to create different representations.
-
E.
Project Builder
Project Builder was NeXT's and early Mac OS X's primary integrated development environment (IDE) for building software applications, later evolving into Apple's Xcode.
- 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_69d6ad9cac2c81908e8a7bed82d1e21d |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95494ae1c81908b9ee14b8ef92a65 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6558da7e0819086860bfaf394e2d8 |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f65a0f1b2881908a7cb21c9de1a5c2 |
completed | May 2, 2026, 8:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65ad4424c8190933759cca5d73c22 |
completed | May 2, 2026, 8:13 p.m. |
Created at: April 8, 2026, 11:48 p.m.