Triple

T5845486
Position Surface form Disambiguated ID Type / Status
Subject Battle of Muar E129698 entity
Predicate hasCommander P1197 FINISHED
Object Herbert Duncan Moorhead
Herbert Duncan Moorhead was a military commander who led forces during the World War II Battle of Muar in the Malayan Campaign.
E550664 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: Herbert Duncan Moorhead | Statement: [Battle of Muar, hasCommander, Herbert Duncan Moorhead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Duncan Moorhead
Context triple: [Battle of Muar, hasCommander, Herbert Duncan Moorhead]
  • A. Bernard E. Leake
    Bernard E. Leake is a British geologist known for his influential work in petrology and mineralogy, including major contributions to the classification of amphiboles.
  • B. Leslie Morshead
    Leslie Morshead was an Australian general best known for commanding the defending forces during the World War II Siege of Tobruk.
  • C. George M. Murray
    George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
  • D. Charles Henry Marshall
    Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
  • E. Fletcher Marron
    Fletcher Marron is the young son of superstar singer and actress Rachel Marron in the film "The Bodyguard."
  • 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: Herbert Duncan Moorhead
Triple: [Battle of Muar, hasCommander, Herbert Duncan Moorhead]
Generated description
Herbert Duncan Moorhead was a military commander who led forces during the World War II Battle of Muar in the Malayan Campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert Duncan Moorhead
Target entity description: Herbert Duncan Moorhead was a military commander who led forces during the World War II Battle of Muar in the Malayan Campaign.
  • A. Bernard E. Leake
    Bernard E. Leake is a British geologist known for his influential work in petrology and mineralogy, including major contributions to the classification of amphiboles.
  • B. Leslie Morshead
    Leslie Morshead was an Australian general best known for commanding the defending forces during the World War II Siege of Tobruk.
  • C. George M. Murray
    George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
  • D. Charles Henry Marshall
    Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
  • E. Fletcher Marron
    Fletcher Marron is the young son of superstar singer and actress Rachel Marron in the film "The Bodyguard."
  • 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_69c0084bd31c8190a796bb6284845e83 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c034dcafe88190a438034a539ffa52 completed March 22, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1a9ffa881908b38eeddb411c4ab completed March 23, 2026, 2:12 a.m.
NEDg Description generation batch_69c0a33b6d4c81908f2adb838a8f3dff completed March 23, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69c0a39b21488190ad2d38dde17aadeb completed March 23, 2026, 2:21 a.m.
Created at: March 22, 2026, 3:55 p.m.