Triple

T9777211
Position Surface form Disambiguated ID Type / Status
Subject Battle of Helm's Deep E237277 entity
Predicate location P40 FINISHED
Object Helm's Deep
Helm's Deep is a fortified gorge and stronghold of Rohan in J.R.R. Tolkien's Middle-earth, famed for its massive stone defenses and the epic siege depicted in The Lord of the Rings.
E237277 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: Helm's Deep | Statement: [Battle of Helm's Deep, location, Helm's Deep]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helm's Deep
Context triple: [Battle of Helm's Deep, location, Helm's Deep]
  • A. Cirith Ungol
    Cirith Ungol is a perilous mountain pass and fortress in Mordor in J.R.R. Tolkien’s Middle-earth, infamous for its association with Shelob and the final leg of Frodo and Sam’s journey into Sauron’s realm.
  • B. Battle of Helm's Deep
    The Battle of Helm's Deep is a climactic siege in J.R.R. Tolkien's Middle-earth legendarium, famed for its desperate defense of a mountain fortress against overwhelming forces of Saruman.
  • C. the Black Gate of Mordor
    The Black Gate of Mordor is the massive, heavily guarded main entrance to Sauron’s dark realm in J.R.R. Tolkien’s Middle-earth, symbolizing the forbidding power and militarized might of Mordor.
  • D. Retreat from Osgiliath
    Retreat from Osgiliath is a harrowing military withdrawal in J.R.R. Tolkien’s The Lord of the Rings, during which Gondor’s forces are driven back from the ruined city of Osgiliath by overwhelming Mordor armies.
  • E. Barad-dûr
    Barad-dûr is Sauron’s immense dark fortress in J.R.R. Tolkien’s Middle-earth, dominating the land of Mordor as his primary stronghold.
  • 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: Helm's Deep
Triple: [Battle of Helm's Deep, location, Helm's Deep]
Generated description
Helm's Deep is a fortified gorge and stronghold of Rohan in J.R.R. Tolkien's Middle-earth, famed for its massive stone defenses and the epic siege depicted in The Lord of the Rings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helm's Deep
Target entity description: Helm's Deep is a fortified gorge and stronghold of Rohan in J.R.R. Tolkien's Middle-earth, famed for its massive stone defenses and the epic siege depicted in The Lord of the Rings.
  • A. Cirith Ungol
    Cirith Ungol is a perilous mountain pass and fortress in Mordor in J.R.R. Tolkien’s Middle-earth, infamous for its association with Shelob and the final leg of Frodo and Sam’s journey into Sauron’s realm.
  • B. Battle of Helm's Deep chosen
    The Battle of Helm's Deep is a climactic siege in J.R.R. Tolkien's Middle-earth legendarium, famed for its desperate defense of a mountain fortress against overwhelming forces of Saruman.
  • C. the Black Gate of Mordor
    The Black Gate of Mordor is the massive, heavily guarded main entrance to Sauron’s dark realm in J.R.R. Tolkien’s Middle-earth, symbolizing the forbidding power and militarized might of Mordor.
  • D. Retreat from Osgiliath
    Retreat from Osgiliath is a harrowing military withdrawal in J.R.R. Tolkien’s The Lord of the Rings, during which Gondor’s forces are driven back from the ruined city of Osgiliath by overwhelming Mordor armies.
  • E. Barad-dûr
    Barad-dûr is Sauron’s immense dark fortress in J.R.R. Tolkien’s Middle-earth, dominating the land of Mordor as his primary stronghold.
  • F. None of above.

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_69ca84d975a08190aab25b02a89bdab3 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda133ef548190aaecdf49de9c5aa8 completed April 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1bd1d4b6881908b773e03de17f680 completed April 5, 2026, 1:38 a.m.
NEDg Description generation batch_69d1be7f967081909be670dd9e376aa5 completed April 5, 2026, 1:44 a.m.
NED2 Entity disambiguation (via description) batch_69d1bee593508190ab647ebc96a3f91e completed April 5, 2026, 1:46 a.m.
Created at: March 30, 2026, 8:26 p.m.