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.