Triple
T7720503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maranao language |
E174994
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Moro languages
Moro languages are a group of closely related Austronesian languages spoken by various Muslim ethnolinguistic groups in the southern Philippines, particularly in Mindanao and the Sulu Archipelago.
|
E683686
|
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: Moro languages | Statement: [Maranao language, partOf, Moro languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moro languages Context triple: [Maranao language, partOf, Moro languages]
-
A.
Manobo languages
The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
-
B.
Palawano languages
The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
-
C.
Philippine–Cordilleran languages
The Philippine–Cordilleran languages are a major subgroup of the Austronesian language family spoken primarily in the northern Philippines, encompassing numerous indigenous languages of the Cordillera region and surrounding areas.
-
D.
Visayan languages
The Visayan languages are a major group of closely related Austronesian languages spoken primarily in the central and southern Philippines, including widely used varieties such as Cebuano, Hiligaynon, and Waray.
-
E.
Mangyan languages
The Mangyan languages are a group of closely related Austronesian languages spoken by the indigenous Mangyan peoples of Mindoro in the Philippines.
- 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: Moro languages Triple: [Maranao language, partOf, Moro languages]
Generated description
Moro languages are a group of closely related Austronesian languages spoken by various Muslim ethnolinguistic groups in the southern Philippines, particularly in Mindanao and the Sulu Archipelago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Moro languages Target entity description: Moro languages are a group of closely related Austronesian languages spoken by various Muslim ethnolinguistic groups in the southern Philippines, particularly in Mindanao and the Sulu Archipelago.
-
A.
Manobo languages
The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
-
B.
Palawano languages
The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
-
C.
Philippine–Cordilleran languages
The Philippine–Cordilleran languages are a major subgroup of the Austronesian language family spoken primarily in the northern Philippines, encompassing numerous indigenous languages of the Cordillera region and surrounding areas.
-
D.
Visayan languages
The Visayan languages are a major group of closely related Austronesian languages spoken primarily in the central and southern Philippines, including widely used varieties such as Cebuano, Hiligaynon, and Waray.
-
E.
Mangyan languages
The Mangyan languages are a group of closely related Austronesian languages spoken by the indigenous Mangyan peoples of Mindoro in the Philippines.
- 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702f0366c8190a78f0b03f090fc2c |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b517c64881908d24e8613dc33bf4 |
completed | March 29, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69c8b5bb46508190b3da11b2f9bf05a6 |
completed | March 29, 2026, 5:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b65a04a48190bf5e01ba0921cf14 |
completed | March 29, 2026, 5:19 a.m. |
Created at: March 27, 2026, 4:05 p.m.