Triple

T6422900
Position Surface form Disambiguated ID Type / Status
Subject Louisiana Department of Transportation and Development E127987 entity
Predicate abbreviation P43 FINISHED
Object DOTD
DOTD is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure and related development projects.
E592233 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: DOTD | Statement: [Louisiana Department of Transportation and Development, abbreviation, DOTD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DOTD
Context triple: [Louisiana Department of Transportation and Development, abbreviation, DOTD]
  • A. M.T.A.
    "M.T.A." is a humorous American folk song, popularized by the Kingston Trio, about a man doomed to ride Boston’s subway system forever because he lacks the fare to get off.
  • B. Downtown Reach
    Downtown Reach is the central, urban section of the San Antonio River Walk known for its dense concentration of restaurants, shops, hotels, and cultural attractions.
  • C. T-Street
    T-Street is a film and television production company co-founded by filmmaker Rian Johnson, known for producing projects such as the mystery film "Knives Out" and various high-profile series.
  • D. Cross Town
    Cross Town is a residential neighbourhood within the town of Knutsford in Cheshire, England.
  • E. D.N.J.
    D.N.J. is the standard legal abbreviation for the United States District Court for the District of New Jersey, a federal trial court within the Third Circuit.
  • 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: DOTD
Triple: [Louisiana Department of Transportation and Development, abbreviation, DOTD]
Generated description
DOTD is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure and related development projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DOTD
Target entity description: DOTD is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure and related development projects.
  • A. M.T.A.
    "M.T.A." is a humorous American folk song, popularized by the Kingston Trio, about a man doomed to ride Boston’s subway system forever because he lacks the fare to get off.
  • B. Downtown Reach
    Downtown Reach is the central, urban section of the San Antonio River Walk known for its dense concentration of restaurants, shops, hotels, and cultural attractions.
  • C. T-Street
    T-Street is a film and television production company co-founded by filmmaker Rian Johnson, known for producing projects such as the mystery film "Knives Out" and various high-profile series.
  • D. Cross Town
    Cross Town is a residential neighbourhood within the town of Knutsford in Cheshire, England.
  • E. D.N.J.
    D.N.J. is the standard legal abbreviation for the United States District Court for the District of New Jersey, a federal trial court within the Third Circuit.
  • 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_69c00838de888190af2eec0b80495efa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0690576c48190b5db5464eacc9de3 completed March 22, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640dc01188190b67290801aae0d6c completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c642d95c1481909c0bececbcef2929 completed March 27, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_69c643579a388190a2b07669539bd9b7 completed March 27, 2026, 8:44 a.m.
Created at: March 22, 2026, 4:43 p.m.