Triple
T4625778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saruman |
E101092
|
entity |
| Predicate | commands |
P2333
|
FINISHED |
| Object |
Orcs of Isengard
The Orcs of Isengard are Saruman’s brutal, industrialized shock troops in The Lord of the Rings, bred and armed in Isengard to wage war on Rohan and the Free Peoples of Middle-earth.
|
E463830
|
NE FINISHED |
How this triple was built (4 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: Orcs of Isengard | Statement: [Saruman, commands, Orcs of Isengard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orcs of Isengard Context triple: [Saruman, commands, Orcs of Isengard]
-
A.
Lord of Isengard
Lord of Isengard is the title held by Saruman, the powerful and ultimately treacherous wizard who rules from the tower of Orthanc in J.R.R. Tolkien’s Middle-earth legendarium.
-
B.
Lord of Balaguer
Lord of Balaguer is a traditional noble title in Spain historically associated with the Spanish monarchy and currently held by King Felipe VI.
-
C.
Scouring of the Shire
The Scouring of the Shire is the climactic episode in J.R.R. Tolkien’s The Lord of the Rings where the hobbits return home to find their land despoiled and lead a local uprising to restore it.
-
D.
Goblins of the Misty Mountains
The Goblins of the Misty Mountains are a cruel and warlike race of goblins in J.R.R. Tolkien’s Middle-earth, notorious for their underground strongholds, ambushes, and conflicts with travelers crossing the mountain range.
-
E.
Dúnedain of the North
The Dúnedain of the North are a remnant people of Númenórean descent in J.R.R. Tolkien’s Middle-earth, known as the Rangers who secretly protect Eriador and from whom Aragorn is descended.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Orcs of Isengard Triple: [Saruman, commands, Orcs of Isengard]
Generated description
The Orcs of Isengard are Saruman’s brutal, industrialized shock troops in The Lord of the Rings, bred and armed in Isengard to wage war on Rohan and the Free Peoples of Middle-earth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orcs of Isengard Target entity description: The Orcs of Isengard are Saruman’s brutal, industrialized shock troops in The Lord of the Rings, bred and armed in Isengard to wage war on Rohan and the Free Peoples of Middle-earth.
-
A.
Lord of Isengard
Lord of Isengard is the title held by Saruman, the powerful and ultimately treacherous wizard who rules from the tower of Orthanc in J.R.R. Tolkien’s Middle-earth legendarium.
-
B.
Lord of Balaguer
Lord of Balaguer is a traditional noble title in Spain historically associated with the Spanish monarchy and currently held by King Felipe VI.
-
C.
Scouring of the Shire
The Scouring of the Shire is the climactic episode in J.R.R. Tolkien’s The Lord of the Rings where the hobbits return home to find their land despoiled and lead a local uprising to restore it.
-
D.
Goblins of the Misty Mountains
The Goblins of the Misty Mountains are a cruel and warlike race of goblins in J.R.R. Tolkien’s Middle-earth, notorious for their underground strongholds, ambushes, and conflicts with travelers crossing the mountain range.
-
E.
Dúnedain of the North
The Dúnedain of the North are a remnant people of Númenórean descent in J.R.R. Tolkien’s Middle-earth, known as the Rangers who secretly protect Eriador and from whom Aragorn is descended.
- 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. |
| NEDg | Description generation | batch_69be138d09888190845d4860b3880f1b |
completed | March 21, 2026, 3:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be13e813e08190842ad5c2ad8e47cc |
completed | March 21, 2026, 3:43 a.m. |
Created at: March 20, 2026, 1:13 p.m.