Triple
T18222010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESS |
E436328
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Julia REPL
Julia REPL is the interactive command-line environment for the Julia programming language, used for running code, exploring data, and managing packages in real time.
|
E1313004
|
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: Julia REPL | Statement: [ESS, integratesWith, Julia REPL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia REPL Context triple: [ESS, integratesWith, Julia REPL]
-
A.
Swift REPL
Swift REPL is an interactive command-line environment for writing, evaluating, and experimenting with Swift code in real time.
-
B.
Julia
Julia is a feminine given name of Latin origin, commonly used in many languages and cultures.
-
C.
Julia
"Julia" is a 1977 American drama film, based on Lillian Hellman’s memoir, that explores the intense lifelong friendship between a playwright and a woman involved in anti-fascist resistance before World War II.
-
D.
Julia
Julia is a high-level, high-performance programming language designed for numerical computing, data science, and scientific research, combining the ease of dynamic languages with the speed of compiled languages.
-
E.
gens Julia
The gens Julia was one of ancient Rome’s most prominent patrician families, traditionally claiming descent from the Trojan hero Aeneas and including figures such as Julius Caesar and Augustus.
- 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: Julia REPL Triple: [ESS, integratesWith, Julia REPL]
Generated description
Julia REPL is the interactive command-line environment for the Julia programming language, used for running code, exploring data, and managing packages in real time.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia REPL Target entity description: Julia REPL is the interactive command-line environment for the Julia programming language, used for running code, exploring data, and managing packages in real time.
-
A.
Swift REPL
Swift REPL is an interactive command-line environment for writing, evaluating, and experimenting with Swift code in real time.
-
B.
Julia
Julia is a feminine given name of Latin origin, commonly used in many languages and cultures.
-
C.
Julia
"Julia" is a 1977 American drama film, based on Lillian Hellman’s memoir, that explores the intense lifelong friendship between a playwright and a woman involved in anti-fascist resistance before World War II.
-
D.
Julia
Julia is a high-level, high-performance programming language designed for numerical computing, data science, and scientific research, combining the ease of dynamic languages with the speed of compiled languages.
-
E.
gens Julia
The gens Julia was one of ancient Rome’s most prominent patrician families, traditionally claiming descent from the Trojan hero Aeneas and including figures such as Julius Caesar and Augustus.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e47c85108190bd9707b40bdfdb38 |
completed | April 19, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f1da8948190811c2dc441b63866 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a03a00195b08190b77a676bc44d1887 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0a4ef148190b6c69f72f019964a |
completed | May 12, 2026, 9:50 p.m. |
Created at: April 10, 2026, 10:32 a.m.