Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001575

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

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006865

distance 0.1 · cross-district

#2 · Parbhanicell 4890001029

distance 0.104

#3 · Parbhanicell 4890000908

distance 0.106

#4 · Parbhanicell 4890000730

distance 0.107

#5 · Beedcell 4700006465

distance 0.108 · cross-district

#6 · Parbhanicell 4890001580

distance 0.108

#7 · Parbhanicell 4890001991

distance 0.114

#8 · Parbhanicell 4890001579

distance 0.117

#9 · Beedcell 4700006468

distance 0.118 · cross-district

#10 · Beedcell 4700006326

distance 0.12 · cross-district

#11 · Parbhanicell 4890000970

distance 0.12

#12 · Parbhanicell 4890002653

distance 0.122

#13 · Parbhanicell 4890001092

distance 0.126

#14 · Parbhanicell 4890002656

distance 0.128

#15 · Parbhanicell 4890001415

distance 0.129

#16 · Parbhanicell 4890002166

distance 0.131

#17 · Parbhanicell 4890002660

distance 0.131

#18 · Parbhanicell 4890002751

distance 0.132

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":4890001575}}}'

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.