Triple
T15543813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elster floodplains |
E370548
|
entity |
| Predicate | hasManagementNeed |
P119118
|
FINISHED |
| Object | floodplain restoration |
—
|
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: floodplain restoration | Statement: [Elster floodplains, hasManagementNeed, floodplain restoration]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasManagementNeed Context triple: [Elster floodplains, hasManagementNeed, floodplain restoration]
-
A.
hasManagement
Indicates that one entity exercises managerial authority or oversight over another entity.
-
B.
hasManagementConcern
Indicates that one entity has responsibility, authority, or involvement in overseeing, directing, or managing another entity or activity.
-
C.
managementNeed
Indicates that one entity requires oversight, direction, or administrative control from another entity.
-
D.
hasManagementPlan
Indicates that an entity is associated with a defined management plan specifying how it should be overseen, maintained, or administered.
-
E.
requiresManagementFor
Indicates that one entity depends on another entity to provide oversight, coordination, or administrative control in order for it to function or be valid.
- F. None of above. chosen
Provenance (4 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_69d85cc521a08190921fb50319dddc34 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e0443410408190a249889edcd9c599 |
completed | April 16, 2026, 2:06 a.m. |
| PD | Predicate disambiguation | batch_69deda7a95c48190bbe29fadcf17191a |
completed | April 15, 2026, 12:23 a.m. |
| PDg | Predicate description generation | batch_69dff7f05f708190850f1d8782e132b0 |
completed | April 15, 2026, 8:41 p.m. |
Created at: April 10, 2026, 4:07 a.m.