Triple

T7396961
Position Surface form Disambiguated ID Type / Status
Subject Hmong forces E170645 entity
Predicate baseRegion P64798 FINISHED
Object Long Tieng
Long Tieng was a secretive military base and airstrip in Laos that served as the main stronghold for CIA-backed Hmong forces during the Laotian Civil War.
 E661250 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: Long Tieng | Statement: [Hmong forces, baseRegion, Long Tieng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Long Tieng
Context triple: [Hmong forces, baseRegion, Long Tieng]
  • A. Gio Linh
    Gio Linh is a district in Quảng Trị Province, Vietnam, known for its strategic location near the former Vietnamese Demilitarized Zone and its heavy involvement in the Vietnam War.
  • B. Teangue
    Teangue is a small crofting settlement on the Sleat peninsula of the Isle of Skye in the Scottish Highlands.
  • C. Yen Phu
    Yen Phu is a historic residential neighborhood in Hanoi, Vietnam, known for its traditional village atmosphere and scenic location along West Lake.
  • D. Tà Ôi
    The Tà Ôi are an ethnic minority group in central Vietnam known for their distinct language, traditional stilt houses, and rich weaving and musical heritage.
  • E. Tonquin Valley
    Tonquin Valley is a remote, scenic alpine valley in the Canadian Rockies renowned for its dramatic peaks, glaciers, and backcountry hiking opportunities.
  • 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: Long Tieng
Triple: [Hmong forces, baseRegion, Long Tieng]
Generated description
Long Tieng was a secretive military base and airstrip in Laos that served as the main stronghold for CIA-backed Hmong forces during the Laotian Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Long Tieng
Target entity description: Long Tieng was a secretive military base and airstrip in Laos that served as the main stronghold for CIA-backed Hmong forces during the Laotian Civil War.
  • A. Gio Linh
    Gio Linh is a district in Quảng Trị Province, Vietnam, known for its strategic location near the former Vietnamese Demilitarized Zone and its heavy involvement in the Vietnam War.
  • B. Teangue
    Teangue is a small crofting settlement on the Sleat peninsula of the Isle of Skye in the Scottish Highlands.
  • C. Yen Phu
    Yen Phu is a historic residential neighborhood in Hanoi, Vietnam, known for its traditional village atmosphere and scenic location along West Lake.
  • D. Tà Ôi
    The Tà Ôi are an ethnic minority group in central Vietnam known for their distinct language, traditional stilt houses, and rich weaving and musical heritage.
  • E. Tonquin Valley
    Tonquin Valley is a remote, scenic alpine valley in the Canadian Rockies renowned for its dramatic peaks, glaciers, and backcountry hiking opportunities.
  • 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f24abcd08190b8428fa22b2fbd4f completed March 27, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81101dd448190bcf221f7625c9d34 completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c811b681b48190a5161871f1f400f9 completed March 28, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8122513d88190ab12f649e8d0d59b completed March 28, 2026, 5:38 p.m.
Created at: March 27, 2026, 3:09 p.m.