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Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001770

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found
18
across 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.132
lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001854
distance 0.132
#2 · Parbhanicell 4890002261
distance 0.132
#3 · Parbhanicell 4890002177
distance 0.14
#4 · Parbhanicell 4890002586
distance 0.167
#5 · Parbhanicell 4890002256
distance 0.175
#6 · Parbhanicell 4890001855
distance 0.18
#7 · Parbhanicell 4890002336
distance 0.184
#8 · Jalnacell 4790000104
distance 0.184 · cross-district
#9 · Parbhanicell 4890003732
distance 0.185
#10 · Parbhanicell 4890001658
distance 0.185
#11 · Kolhapurcell 4800005761
distance 0.186 · cross-district
#12 · Parbhanicell 4890002499
distance 0.19
#13 · Ahmednagarcell 4660012546
distance 0.19 · cross-district
#14 · Parbhanicell 4890003672
distance 0.191
#15 · Parbhanicell 4890002339
distance 0.192
#16 · Parbhanicell 4890001827
distance 0.192
#17 · Parbhanicell 4890001659
distance 0.192
#18 · Parbhanicell 4890003418
distance 0.192
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890001770}}}'
Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.