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Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002377

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
0.225
lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003110
distance 0.225
#2 · Parbhanicell 4890002458
distance 0.246
#3 · Parbhanicell 4890002951
distance 0.258
#4 · Parbhanicell 4890002455
distance 0.259
#5 · Parbhanicell 4890003034
distance 0.267
#6 · Parbhanicell 4890003189
distance 0.28
#7 · Parbhanicell 4890003118
distance 0.283
#8 · Parbhanicell 4890003268
distance 0.288
#9 · Parbhanicell 4890002784
distance 0.29
#10 · Parbhanicell 4890002536
distance 0.295
#11 · Parbhanicell 4890002949
distance 0.297
#12 · Parbhanicell 4890003029
distance 0.299
#13 · Parbhanicell 4890002295
distance 0.299
#14 · Parbhanicell 4890002622
distance 0.3
#15 · Parbhanicell 4890002375
distance 0.302
#16 · Parbhanicell 4890002454
distance 0.303
#17 · Parbhanicell 4890003193
distance 0.303
#18 · Parbhanicell 4890002865
distance 0.304
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":4890002377}}}'
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.