Triple
T15799996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apprenticeship Patterns |
E383072
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | pattern "Concrete Skills" |
E383073
|
NE FINISHED |
How this triple was built (2 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: pattern "Concrete Skills" | Statement: [Apprenticeship Patterns, hasPart, pattern "Concrete Skills"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: pattern "Concrete Skills" Context triple: [Apprenticeship Patterns, hasPart, pattern "Concrete Skills"]
-
A.
"Apprenticeship Patterns"
chosen
"Apprenticeship Patterns" is a software craftsmanship book that offers practical guidance and patterns for developers to grow their skills through apprenticeship-style learning and deliberate practice.
-
B.
Patterns
Patterns is a 1956 American drama film, written by Rod Serling, that explores ruthless corporate power struggles and features a notable performance by Everett Sloane.
-
C.
Skilling
Skilling is a surname most prominently associated with Jeffrey Skilling, the former CEO of Enron involved in one of the largest corporate fraud scandals in U.S. history.
-
D.
“The Technology of Skill Formation”
“The Technology of Skill Formation” is an influential economics paper by James Heckman that analyzes how skills develop over the life cycle and emphasizes the importance of early childhood investments for later outcomes.
-
E.
Noise_IK pattern
Noise_IK pattern is a specific handshake pattern within the Noise protocol framework that defines how two parties securely establish a shared key using an initiator-known static key and a responder static key.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b4e135b08190b736e77bac5e2bff |
completed | April 16, 2026, 10:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90b2fd148190b3819d7c41505d52 |
completed | May 9, 2026, 7:53 p.m. |
Created at: April 10, 2026, 4:48 a.m.