Triple

T15015848
Position Surface form Disambiguated ID Type / Status
Subject Lockheed Martin Corporation E377957 entity
Predicate hasCEO P2568 FINISHED
Object James D. Taiclet
James D. Taiclet is an American business executive and former telecommunications industry leader who serves as the chief executive officer of Lockheed Martin, one of the world’s largest defense and aerospace companies.
 E1138592 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: James D. Taiclet | Statement: [Lockheed Martin Corporation, hasCEO, James D. Taiclet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James D. Taiclet
Context triple: [Lockheed Martin Corporation, hasCEO, James D. Taiclet]
  • A. Neil H. McElroy
    Neil H. McElroy was a U.S. businessman and politician who served as Secretary of Defense under President Dwight D. Eisenhower, playing a key role in shaping early Cold War defense policy.
  • B. Kevin B. Sullivan
    Kevin B. Sullivan is an American Democratic politician who served as the 106th Lieutenant Governor of Connecticut and previously as president pro tempore of the Connecticut State Senate.
  • C. Dale F. Halton
    Dale F. Halton is a prominent Charlotte business leader and philanthropist, best known as the former president of Pepsi-Cola Bottling Company of Charlotte and a major benefactor of UNC Charlotte.
  • D. Merritt J. Reid
    Merritt J. Reid was an American architect best known for helping design the iconic Victorian seaside resort Hotel del Coronado in California.
  • E. Glen A. Doherty
    Glen A. Doherty was a former U.S. Navy SEAL and CIA security contractor who was killed during the 2012 Benghazi attack in Libya.
  • 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: James D. Taiclet
Triple: [Lockheed Martin Corporation, hasCEO, James D. Taiclet]
Generated description
James D. Taiclet is an American business executive and former telecommunications industry leader who serves as the chief executive officer of Lockheed Martin, one of the world’s largest defense and aerospace companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James D. Taiclet
Target entity description: James D. Taiclet is an American business executive and former telecommunications industry leader who serves as the chief executive officer of Lockheed Martin, one of the world’s largest defense and aerospace companies.
  • A. Neil H. McElroy
    Neil H. McElroy was a U.S. businessman and politician who served as Secretary of Defense under President Dwight D. Eisenhower, playing a key role in shaping early Cold War defense policy.
  • B. Kevin B. Sullivan
    Kevin B. Sullivan is an American Democratic politician who served as the 106th Lieutenant Governor of Connecticut and previously as president pro tempore of the Connecticut State Senate.
  • C. Dale F. Halton
    Dale F. Halton is a prominent Charlotte business leader and philanthropist, best known as the former president of Pepsi-Cola Bottling Company of Charlotte and a major benefactor of UNC Charlotte.
  • D. Merritt J. Reid
    Merritt J. Reid was an American architect best known for helping design the iconic Victorian seaside resort Hotel del Coronado in California.
  • E. Glen A. Doherty
    Glen A. Doherty was a former U.S. Navy SEAL and CIA security contractor who was killed during the 2012 Benghazi attack in Libya.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7623c3c819092ca36b358b01842 completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69feb7d956808190a3f17ef14c21d3af completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8e3c33081908a45f027d529b8fe completed May 9, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69febac2d3548190811323a40b09bc7e completed May 9, 2026, 4:40 a.m.
Created at: April 10, 2026, 2:55 a.m.