Triple
T16504956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Heavy Helicopter Squadron |
E400902
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
HMH
HMH is the designation used by the United States Marine Corps for its Marine Heavy Helicopter Squadrons, which operate large transport helicopters for assault support and logistics missions.
|
E1217515
|
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: HMH | Statement: [Marine Heavy Helicopter Squadron, abbreviation, HMH]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HMH Context triple: [Marine Heavy Helicopter Squadron, abbreviation, HMH]
-
A.
HMH Books for Young Readers
HMH Books for Young Readers is a children's and young adult publishing imprint known for producing a wide range of acclaimed picture books, middle-grade, and teen titles.
-
B.
Houghton Mifflin
Houghton Mifflin is a major American publishing company known for its educational materials, textbooks, and notable works of fiction and non-fiction.
-
C.
Prentice Hall
Prentice Hall is a major American educational and professional publishing company known for its textbooks and academic titles across a wide range of disciplines.
-
D.
Harcourt
Harcourt is an English surname historically associated with a prominent aristocratic family involved in British politics and public life.
-
E.
Holt, Rinehart and Winston
Holt, Rinehart and Winston is an American publishing company known for producing a wide range of educational textbooks and notable works of literature.
- 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: HMH Triple: [Marine Heavy Helicopter Squadron, abbreviation, HMH]
Generated description
HMH is the designation used by the United States Marine Corps for its Marine Heavy Helicopter Squadrons, which operate large transport helicopters for assault support and logistics missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HMH Target entity description: HMH is the designation used by the United States Marine Corps for its Marine Heavy Helicopter Squadrons, which operate large transport helicopters for assault support and logistics missions.
-
A.
HMH Books for Young Readers
HMH Books for Young Readers is a children's and young adult publishing imprint known for producing a wide range of acclaimed picture books, middle-grade, and teen titles.
-
B.
Houghton Mifflin
Houghton Mifflin is a major American publishing company known for its educational materials, textbooks, and notable works of fiction and non-fiction.
-
C.
Prentice Hall
Prentice Hall is a major American educational and professional publishing company known for its textbooks and academic titles across a wide range of disciplines.
-
D.
Harcourt
Harcourt is an English surname historically associated with a prominent aristocratic family involved in British politics and public life.
-
E.
Holt, Rinehart and Winston
Holt, Rinehart and Winston is an American publishing company known for producing a wide range of educational textbooks and notable works of literature.
- 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_69d88381f6148190819958a038be990e |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e51ce1c81909548298f703a7ffa |
completed | April 18, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0058305e308190a22cbd03daec53aa |
completed | May 10, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_6a005c0840608190bf3fa7a0501e9e8a |
completed | May 10, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a005c9d1a20819091a14490577d51ba |
completed | May 10, 2026, 10:23 a.m. |
Created at: April 10, 2026, 5:14 a.m.