Triple
T4625781
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saruman |
E101092
|
entity |
| Predicate | industrializes |
P57508
|
FINISHED |
| Object | Isengard |
E459232
|
NE FINISHED |
How this triple was built (3 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: Isengard | Statement: [Saruman, industrializes, Isengard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isengard Context triple: [Saruman, industrializes, Isengard]
-
A.
Isengard
chosen
Isengard is a fortified stronghold in J.R.R. Tolkien's Middle-earth, dominated by the tower of Orthanc and later transformed into an industrial war machine under Saruman.
-
B.
Elidor
Elidor is a 1965 fantasy novel by Alan Garner that blends contemporary Manchester with a dark, mythic otherworld entered through a derelict church.
-
C.
Nargothrond
Nargothrond is a great hidden Elven fortress-city in J.R.R. Tolkien’s legendarium, carved into caves along the River Narog in Beleriand and ruled by Finrod Felagund.
-
D.
Landore
Landore is a district of Swansea in South Wales, known historically for its industrial heritage and proximity to the River Tawe.
-
E.
Eythorne
Eythorne is a small village in Kent, England, known for its rural character and location near the port town of Dover.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: industrializes Context triple: [Saruman, industrializes, Isengard]
-
A.
industrialCategory
Indicates the industry or sector classification to which an entity (such as a business or organization) belongs.
-
B.
estimatedIndustrialScale
Indicates that an entity has been assessed or projected to operate at an industrial (large-scale) level of production or activity.
-
C.
hasIndustrialSector
Indicates that an entity is associated with, operates in, or belongs to a particular industrial sector or branch of economic activity.
-
D.
isIndustrialRegion
Indicates that a given area functions primarily as a center of industrial activity, characterized by significant manufacturing, production, or related industrial operations.
-
E.
isIndustrialCenter
Indicates that a place functions as a major hub of industrial activity, production, or manufacturing within a region.
- 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_69bd43d0497c8190ac23c65c5804846a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a08ef488190af46418229309b0f |
completed | March 20, 2026, 2:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be102eb0048190bebc8a92a5338b83 |
completed | March 21, 2026, 3:27 a.m. |
| PD | Predicate disambiguation | batch_69bd5231db7c8190b38d4fdbad8bf842 |
completed | March 20, 2026, 1:57 p.m. |
| PDg | Predicate description generation | batch_69bd56b5f4648190834eafa666d53caa |
completed | March 20, 2026, 2:16 p.m. |
Created at: March 20, 2026, 1:13 p.m.