Triple

T35620
Position Surface form Disambiguated ID Type / Status
Subject United States Army Rangers E704 entity
Predicate notableEngagement P1700 FINISHED
Object Operation Gothic Serpent
Operation Gothic Serpent was a 1993 U.S.-led special operations mission in Mogadishu, Somalia, aimed at capturing key lieutenants of warlord Mohamed Farrah Aidid, which culminated in the infamous Battle of Mogadishu.
E22340 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: Operation Gothic Serpent | Statement: [United States Army Rangers, notableEngagement, Operation Gothic Serpent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Gothic Serpent
Context triple: [United States Army Rangers, notableEngagement, Operation Gothic Serpent]
  • A. Operation Crossbow
    Operation Crossbow was a World War II Allied campaign of intelligence, bombing, and reconnaissance aimed at locating and destroying German V-weapon (V-1 and V-2) research, production, and launch sites.
  • B. Operation Cobra
    Operation Cobra was a major Allied offensive launched by U.S. forces in July 1944 to break out of the Normandy beachhead and rapidly advance across German-occupied France.
  • C. Operation Uranus
    Operation Uranus was the major Soviet counteroffensive launched in November 1942 that encircled German forces at Stalingrad, marking a decisive turning point on the Eastern Front in World War II.
  • D. Operation Lüttich
    Operation Lüttich was a German counteroffensive launched in August 1944 near Mortain in Normandy, aimed at halting the Allied breakout following the D-Day landings.
  • E. Operation Blue
    Operation Blue was the German Wehrmacht’s major 1942 summer offensive on the Eastern Front aimed at capturing the Soviet Union’s southern oil fields and securing strategic positions in the Caucasus.
  • 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: Operation Gothic Serpent
Triple: [United States Army Rangers, notableEngagement, Operation Gothic Serpent]
Generated description
Operation Gothic Serpent was a 1993 U.S.-led special operations mission in Mogadishu, Somalia, aimed at capturing key lieutenants of warlord Mohamed Farrah Aidid, which culminated in the infamous Battle of Mogadishu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Gothic Serpent
Target entity description: Operation Gothic Serpent was a 1993 U.S.-led special operations mission in Mogadishu, Somalia, aimed at capturing key lieutenants of warlord Mohamed Farrah Aidid, which culminated in the infamous Battle of Mogadishu.
  • A. Operation Crossbow
    Operation Crossbow was a World War II Allied campaign of intelligence, bombing, and reconnaissance aimed at locating and destroying German V-weapon (V-1 and V-2) research, production, and launch sites.
  • B. Operation Cobra
    Operation Cobra was a major Allied offensive launched by U.S. forces in July 1944 to break out of the Normandy beachhead and rapidly advance across German-occupied France.
  • C. Operation Uranus
    Operation Uranus was the major Soviet counteroffensive launched in November 1942 that encircled German forces at Stalingrad, marking a decisive turning point on the Eastern Front in World War II.
  • D. Operation Lüttich
    Operation Lüttich was a German counteroffensive launched in August 1944 near Mortain in Normandy, aimed at halting the Allied breakout following the D-Day landings.
  • E. Operation Blue
    Operation Blue was the German Wehrmacht’s major 1942 summer offensive on the Eastern Front aimed at capturing the Soviet Union’s southern oil fields and securing strategic positions in the Caucasus.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24886d3208190bec30070a361666d completed Feb. 28, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2ee84cbd08190a0eda3a148aea6c5 completed Feb. 28, 2026, 1:32 p.m.
NEDg Description generation batch_69a2ef6038d48190be83def420fd413a completed Feb. 28, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69a2efd449248190852c10b31f551bbd completed Feb. 28, 2026, 1:38 p.m.
Created at: Feb. 28, 2026, 1:44 a.m.