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Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003339

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 1 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.102
lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002999
distance 0.102
#2 · Parbhanicell 4890002997
distance 0.103
#3 · Parbhanicell 4890003184
distance 0.106
#4 · Parbhanicell 4890001848
distance 0.107
#5 · Parbhanicell 4890002743
distance 0.109
#6 · Parbhanicell 4890002916
distance 0.11
#7 · Parbhanicell 4890003079
distance 0.11
#8 · Parbhanicell 4890002506
distance 0.116
#9 · Parbhanicell 4890003512
distance 0.118
#10 · Parbhanicell 4890003259
distance 0.119
#11 · Parbhanicell 4890002007
distance 0.12
#12 · Parbhanicell 4890001917
distance 0.12
#13 · Parbhanicell 4890001845
distance 0.121
#14 · Parbhanicell 4890003600
distance 0.121
#15 · Parbhanicell 4890002021
distance 0.122
#16 · Parbhanicell 4890003181
distance 0.122
#17 · Parbhanicell 4890001928
distance 0.123
#18 · Parbhanicell 4890001920
distance 0.123
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":4890003339}}}'
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.