Triple
T13945947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huhugam Heritage Center |
E335384
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Huhugam
Huhugam refers to the ancestral people of the O’odham (Pima and Tohono O’odham) in the American Southwest, known for their sophisticated irrigation systems and large prehistoric settlements in what is now Arizona.
|
E1070519
|
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: Huhugam | Statement: [Huhugam Heritage Center, namedAfter, Huhugam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huhugam Context triple: [Huhugam Heritage Center, namedAfter, Huhugam]
-
A.
Hinunangan
Hinunangan is a coastal municipality in the province of Southern Leyte in the Philippines, known for its beaches and nearby island attractions.
-
B.
Hinundayan
Hinundayan is a coastal municipality in the province of Southern Leyte in the Philippines, known for its rural communities and seaside landscapes.
-
C.
Guindulungan
Guindulungan is a municipality in the province of Maguindanao in the Bangsamoro Autonomous Region in Muslim Mindanao in the southern Philippines.
-
D.
Hachuamish
Hachuamish is a traditional clan or band within the Duwamish people, an Indigenous Coast Salish group native to the Seattle area of Washington State.
-
E.
Hauya
Hauya is a small genus of flowering plants in the evening primrose family, native to mountainous regions of Central and South America.
- 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: Huhugam Triple: [Huhugam Heritage Center, namedAfter, Huhugam]
Generated description
Huhugam refers to the ancestral people of the O’odham (Pima and Tohono O’odham) in the American Southwest, known for their sophisticated irrigation systems and large prehistoric settlements in what is now Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huhugam Target entity description: Huhugam refers to the ancestral people of the O’odham (Pima and Tohono O’odham) in the American Southwest, known for their sophisticated irrigation systems and large prehistoric settlements in what is now Arizona.
-
A.
Hinunangan
Hinunangan is a coastal municipality in the province of Southern Leyte in the Philippines, known for its beaches and nearby island attractions.
-
B.
Hinundayan
Hinundayan is a coastal municipality in the province of Southern Leyte in the Philippines, known for its rural communities and seaside landscapes.
-
C.
Guindulungan
Guindulungan is a municipality in the province of Maguindanao in the Bangsamoro Autonomous Region in Muslim Mindanao in the southern Philippines.
-
D.
Hachuamish
Hachuamish is a traditional clan or band within the Duwamish people, an Indigenous Coast Salish group native to the Seattle area of Washington State.
-
E.
Hauya
Hauya is a small genus of flowering plants in the evening primrose family, native to mountainous regions of Central and South America.
- 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_69d81c6081b88190b53e317c3370c8fe |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e10f60c81908ee9636e85c070ff |
completed | April 14, 2026, 12:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce903c5c8190b72d83a5b842ad70 |
completed | May 3, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69f9fd5d4abc8190aa10d9f1c9f7f9c9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb14bfa2c081908381bb74f040c6c8 |
completed | May 6, 2026, 10:15 a.m. |
Created at: April 9, 2026, 10:17 p.m.