Triple
T34287007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herbert |
E879765
|
entity |
| Predicate | usesPlanningApproach |
P34728
|
FINISHED |
| Object | reactive control instead of symbolic planning |
—
|
LITERAL 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: reactive control instead of symbolic planning | Statement: [Herbert, usesPlanningApproach, reactive control instead of symbolic planning]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesPlanningApproach Context triple: [Herbert, usesPlanningApproach, reactive control instead of symbolic planning]
-
A.
hasPlanningStyle
chosen
Indicates that an entity is associated with or characterized by a particular style or approach to planning.
-
B.
usedPlanningSystem
Indicates that an entity employed a particular planning system or methodology to carry out its planning activities.
-
C.
planningInvolves
Indicates that a planning process includes or takes into account a particular entity, factor, or activity as part of its considerations or steps.
-
D.
planningProcess
Indicates a relationship where an entity is engaged in or associated with the structured activity of defining goals, strategies, and steps to achieve a desired outcome.
-
E.
hasPlanningConcept
Indicates that an entity is associated with, defined by, or governed by a particular planning-related concept or framework.
- F. None of above.
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_69f349b6df1c81908e5e5b6c2ab6409b |
completed | April 30, 2026, 12:23 p.m. |
| NER | Named-entity recognition | batch_69fbbc49da8c8190902bbb05d2477cab |
completed | May 6, 2026, 10:10 p.m. |
| PD | Predicate disambiguation | batch_69fbb13f34b08190bbbb220ac1e6e666 |
completed | May 6, 2026, 9:23 p.m. |
Created at: May 1, 2026, 1:57 a.m.