Triple

T21671153
Position Surface form Disambiguated ID Type / Status
Subject Phụng Hoàng E534845 entity
Predicate relatedProgram P37 FINISHED
Object CORDS
CORDS (Civil Operations and Revolutionary Development Support) was a U.S. civilian-military pacification program during the Vietnam War aimed at strengthening the South Vietnamese government’s control and undermining communist insurgency in rural areas.
E1495897 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: CORDS | Statement: [Phụng Hoàng, relatedProgram, CORDS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CORDS
Context triple: [Phụng Hoàng, relatedProgram, CORDS]
  • A. CORDE
    CORDE is a scholarly reference resource, likely a corpus or database, used in academic research and distinguished from the CREA linguistic corpus.
  • B. Cordes
    Cordes is an abandoned ghost town in Arizona’s Bradshaw Mountains that once served as a small mining and stage stop community.
  • C. The Cord
    The Cord is the student-run newspaper serving the Wilfrid Laurier University community with campus news, commentary, and features.
  • D. CoR
    CoR is the commonly used abbreviation for the European Committee of the Regions, the EU’s advisory body representing local and regional authorities.
  • E. Cordy
    Cordy is the given name of C. T. Vivian, a prominent American civil rights leader and close associate of Martin Luther King Jr.
  • 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: CORDS
Triple: [Phụng Hoàng, relatedProgram, CORDS]
Generated description
CORDS (Civil Operations and Revolutionary Development Support) was a U.S. civilian-military pacification program during the Vietnam War aimed at strengthening the South Vietnamese government’s control and undermining communist insurgency in rural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CORDS
Target entity description: CORDS (Civil Operations and Revolutionary Development Support) was a U.S. civilian-military pacification program during the Vietnam War aimed at strengthening the South Vietnamese government’s control and undermining communist insurgency in rural areas.
  • A. CORDE
    CORDE is a scholarly reference resource, likely a corpus or database, used in academic research and distinguished from the CREA linguistic corpus.
  • B. Cordes
    Cordes is an abandoned ghost town in Arizona’s Bradshaw Mountains that once served as a small mining and stage stop community.
  • C. The Cord
    The Cord is the student-run newspaper serving the Wilfrid Laurier University community with campus news, commentary, and features.
  • D. CoR
    CoR is the commonly used abbreviation for the European Committee of the Regions, the EU’s advisory body representing local and regional authorities.
  • E. Cordy
    Cordy is the given name of C. T. Vivian, a prominent American civil rights leader and close associate of Martin Luther King Jr.
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a0badd08190ad2ec2b8e46be379 completed April 27, 2026, 4:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a15a57e2081909dae14d826f0f9a9 completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16ac5ee881909ede61c149be61fa completed May 17, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17d9a48881908d9858e40d41674c completed May 17, 2026, 7:32 p.m.
Created at: April 16, 2026, 6:37 p.m.