Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001561

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006981

distance 0.116 · cross-district

#2 · Parbhanicell 4890001560

distance 0.118

#3 · Parbhanicell 4890000970

distance 0.124

#4 · Parbhanicell 4890000735

distance 0.129

#5 · Parbhanicell 4890000905

distance 0.131

#6 · Beedcell 4700006190

distance 0.136 · cross-district

#7 · Beedcell 4700006737

distance 0.14 · cross-district

#8 · Parbhanicell 4890001415

distance 0.141

#9 · Beedcell 4700006830

distance 0.141 · cross-district

#10 · Parbhanicell 4890001216

distance 0.149

#11 · Beedcell 4700006948

distance 0.152 · cross-district

#12 · Akolacell 4670001275

distance 0.152 · cross-district

#13 · Parbhanicell 4890000968

distance 0.153

#14 · Parbhanicell 4890001568

distance 0.156

#15 · Parbhanicell 4890001647

distance 0.157

#16 · Buldhanacell 4720007001

distance 0.157 · cross-district

#17 · Beedcell 4700007143

distance 0.158 · cross-district

#18 · Beedcell 4700006736

distance 0.158 · 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":4890001561}}}'

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.