Triple
T960967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horn of Africa |
E20733
|
entity |
| Predicate | hasEcoregion |
P948
|
FINISHED |
| Object |
Somali Acacia–Commiphora bushlands and thickets
The Somali Acacia–Commiphora bushlands and thickets are a dry tropical shrubland and savanna ecoregion in the Horn of Africa, characterized by drought-adapted Acacia and Commiphora vegetation and high levels of endemic wildlife.
|
E113473
|
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: Somali Acacia–Commiphora bushlands and thickets | Statement: [Horn of Africa, hasEcoregion, Somali Acacia–Commiphora bushlands and thickets]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Somali Acacia–Commiphora bushlands and thickets Context triple: [Horn of Africa, hasEcoregion, Somali Acacia–Commiphora bushlands and thickets]
-
A.
Miombo woodlands
Miombo woodlands are a vast tropical dry forest and savanna ecosystem in south-central Africa, dominated by Brachystegia, Julbernardia, and Isoberlinia tree species and supporting rich biodiversity and rural livelihoods.
-
B.
Sudan savanna
The Sudan savanna is a broad belt of tropical grassland with scattered trees stretching across central Africa between the Sahel to the north and the wetter forest zones to the south.
-
C.
African drylands
African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
-
D.
Afromontane forests
Afromontane forests are high-altitude, moisture-loving tropical and subtropical mountain forests in Africa, characterized by cool climates, high biodiversity, and many endemic plant and animal species.
-
E.
Guinean forests of West Africa
The Guinean forests of West Africa are a biodiversity-rich tropical moist forest ecoregion stretching along the West African coast, renowned for its high levels of endemism and severe habitat loss.
- 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: Somali Acacia–Commiphora bushlands and thickets Triple: [Horn of Africa, hasEcoregion, Somali Acacia–Commiphora bushlands and thickets]
Generated description
The Somali Acacia–Commiphora bushlands and thickets are a dry tropical shrubland and savanna ecoregion in the Horn of Africa, characterized by drought-adapted Acacia and Commiphora vegetation and high levels of endemic wildlife.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Somali Acacia–Commiphora bushlands and thickets Target entity description: The Somali Acacia–Commiphora bushlands and thickets are a dry tropical shrubland and savanna ecoregion in the Horn of Africa, characterized by drought-adapted Acacia and Commiphora vegetation and high levels of endemic wildlife.
-
A.
Miombo woodlands
Miombo woodlands are a vast tropical dry forest and savanna ecosystem in south-central Africa, dominated by Brachystegia, Julbernardia, and Isoberlinia tree species and supporting rich biodiversity and rural livelihoods.
-
B.
Sudan savanna
The Sudan savanna is a broad belt of tropical grassland with scattered trees stretching across central Africa between the Sahel to the north and the wetter forest zones to the south.
-
C.
African drylands
African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
-
D.
Afromontane forests
Afromontane forests are high-altitude, moisture-loving tropical and subtropical mountain forests in Africa, characterized by cool climates, high biodiversity, and many endemic plant and animal species.
-
E.
Guinean forests of West Africa
The Guinean forests of West Africa are a biodiversity-rich tropical moist forest ecoregion stretching along the West African coast, renowned for its high levels of endemism and severe habitat loss.
- 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_69a493b21f2881908132dcf45dcd2f36 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b4144c208190980936347a95e233 |
completed | March 1, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac11a3f8c481908f9ed37c44788cb7 |
completed | March 7, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69ac1339634c8190b83c39db30fc78b1 |
completed | March 7, 2026, 11:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac13931cf081908de84000f7b037fc |
completed | March 7, 2026, 12:01 p.m. |
Created at: March 1, 2026, 7:40 p.m.