Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001754

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001668

distance 0.102

#2 · Parbhanicell 4890001669

distance 0.103

#3 · Parbhanicell 4890002093

distance 0.127

#4 · Parbhanicell 4890001752

distance 0.137

#5 · Parbhanicell 4890002097

distance 0.14

#6 · Parbhanicell 4890002170

distance 0.142

#7 · Parbhanicell 4890001756

distance 0.153

#8 · Parbhanicell 4890001931

distance 0.154

#9 · Parbhanicell 4890002257

distance 0.157

#10 · Parbhanicell 4890002178

distance 0.158

#11 · Parbhanicell 4890002013

distance 0.163

#12 · Parbhanicell 4890001760

distance 0.167

#13 · Parbhanicell 4890001768

distance 0.176

#14 · Parbhanicell 4890001924

distance 0.176

#15 · Parbhanicell 4890003081

distance 0.176

#16 · Parbhanicell 4890001932

distance 0.178

#17 · Parbhanicell 4890002017

distance 0.18

#18 · Parbhanicell 4890001769

distance 0.182

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":4890001754}}}'

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.