Triple

T2770930
Position Surface form Disambiguated ID Type / Status
Subject First Blood E61453 entity
Predicate character P662 FINISHED
Object Colonel Sam Trautman
Colonel Sam Trautman is a fictional U.S. Army Special Forces colonel best known as John Rambo’s commanding officer and mentor in the Rambo film series.
E296882 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: Colonel Sam Trautman | Statement: [First Blood, character, Colonel Sam Trautman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Colonel Sam Trautman
Context triple: [First Blood, character, Colonel Sam Trautman]
  • A. Hugh Thompson Jr.
    Hugh Thompson Jr. was a U.S. Army helicopter pilot in the Vietnam War who became known for intervening to stop the My Lai massacre and later speaking out about the atrocity.
  • B. Richard Hudnut
    Richard Hudnut was an American businessman and pioneer in the modern cosmetics and perfume industry, known for building one of the first major beauty product empires in the early 20th century.
  • C. Sylvester L. Weaver Jr.
    Sylvester L. Weaver Jr. was an influential American television executive and programming innovator who helped shape early network TV in the 1950s.
  • D. Edward Burleson
    Edward Burleson was a prominent Texian military and political leader of the Texas Revolution who later served as vice president of the Republic of Texas.
  • E. Randall Woodfin
    Randall Woodfin is an American politician and attorney who serves as the progressive, reform-focused mayor of Birmingham, Alabama.
  • 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: Colonel Sam Trautman
Triple: [First Blood, character, Colonel Sam Trautman]
Generated description
Colonel Sam Trautman is a fictional U.S. Army Special Forces colonel best known as John Rambo’s commanding officer and mentor in the Rambo film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Colonel Sam Trautman
Target entity description: Colonel Sam Trautman is a fictional U.S. Army Special Forces colonel best known as John Rambo’s commanding officer and mentor in the Rambo film series.
  • A. Hugh Thompson Jr.
    Hugh Thompson Jr. was a U.S. Army helicopter pilot in the Vietnam War who became known for intervening to stop the My Lai massacre and later speaking out about the atrocity.
  • B. Richard Hudnut
    Richard Hudnut was an American businessman and pioneer in the modern cosmetics and perfume industry, known for building one of the first major beauty product empires in the early 20th century.
  • C. Sylvester L. Weaver Jr.
    Sylvester L. Weaver Jr. was an influential American television executive and programming innovator who helped shape early network TV in the 1950s.
  • D. Edward Burleson
    Edward Burleson was a prominent Texian military and political leader of the Texas Revolution who later served as vice president of the Republic of Texas.
  • E. Randall Woodfin
    Randall Woodfin is an American politician and attorney who serves as the progressive, reform-focused mayor of Birmingham, Alabama.
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd6a23208190ba94c9a9f601a042 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc05061808190abe709eff7a8c986 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc0b6f7208190ac4f135ae72f0336 completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc133f8088190bd505db0d0d1d6f7 completed March 10, 2026, 6:59 a.m.
Created at: March 6, 2026, 9:57 p.m.