Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000153

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

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000235

distance 0.12

#2 · Nandedcell 4850001914

distance 0.13 · cross-district

#3 · Parbhanicell 4890000162

distance 0.136

#4 · Parbhanicell 4890000095

distance 0.142

#5 · Nandedcell 4850001998

distance 0.151 · cross-district

#6 · Parbhanicell 4890000278

distance 0.151

#7 · Parbhanicell 4890000161

distance 0.154

#8 · Parbhanicell 4890000152

distance 0.154

#9 · Nandedcell 4850002163

distance 0.154 · cross-district

#10 · Parbhanicell 4890000120

distance 0.156

#11 · Parbhanicell 4890000018

distance 0.156

#12 · Parbhanicell 4890000044

distance 0.157

#13 · Parbhanicell 4890000158

distance 0.158

#14 · Parbhanicell 4890000315

distance 0.159

#15 · Parbhanicell 4890000121

distance 0.161

#16 · Parbhanicell 4890000240

distance 0.161

#17 · Parbhanicell 4890000388

distance 0.161

#18 · Nandedcell 4850002077

distance 0.162 · cross-district

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":4890000153}}}'

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.