Triple
T21620721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naugatuck River Valley |
E533568
|
entity |
| Predicate | hasCurrentChallenges |
P136718
|
FINISHED |
| Object | post-industrial economic transition |
—
|
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: post-industrial economic transition | Statement: [Naugatuck River Valley, hasCurrentChallenges, post-industrial economic transition]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCurrentChallenges Context triple: [Naugatuck River Valley, hasCurrentChallenges, post-industrial economic transition]
-
A.
hasChallenge
Indicates that an entity faces, experiences, or is confronted with a particular difficulty, obstacle, or problem.
-
B.
hasCreativeChallenges
Indicates that an entity experiences or is associated with difficulties, obstacles, or demanding tasks in the process of creating or producing something.
-
C.
hasBeenChallengedIn
Indicates that an entity has faced a challenge, contest, or dispute within a specified context, domain, or setting.
-
D.
challengeUndertaken
Indicates that an entity has accepted and is actively engaging in a specific challenge or demanding task.
-
E.
hasOngoingIssues
chosen
Indicates that an entity is currently experiencing unresolved or continuing problems or difficulties.
- 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef3baeeae48190b78583b3bec8ee33 |
completed | April 27, 2026, 10:34 a.m. |
| PD | Predicate disambiguation | batch_69e69665fe8c8190af7e38785db188b2 |
completed | April 20, 2026, 9:11 p.m. |
Created at: April 16, 2026, 6:34 p.m.