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Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000894

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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.119
lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000837
distance 0.119
#2 · Parbhanicell 4890001322
distance 0.13
#3 · Parbhanicell 4890000718
distance 0.132
#4 · Parbhanicell 4890000662
distance 0.139
#5 · Parbhanicell 4890000556
distance 0.139
#6 · Parbhanicell 4890001135
distance 0.14
#7 · Parbhanicell 4890000830
distance 0.144
#8 · Parbhanicell 4890000666
distance 0.145
#9 · Parbhanicell 4890000667
distance 0.153
#10 · Nandedcell 4850004311
distance 0.154 · cross-district
#11 · Parbhanicell 4890001193
distance 0.155
#12 · Parbhanicell 4890000771
distance 0.155
#13 · Parbhanicell 4890000717
distance 0.155
#14 · Parbhanicell 4890000714
distance 0.155
#15 · Parbhanicell 4890000648
distance 0.156
#16 · Parbhanicell 4890000605
distance 0.156
#17 · Parbhanicell 4890000494
distance 0.157
#18 · Parbhanicell 4890001125
distance 0.157
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":4890000894}}}'
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.