Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000399

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000438

distance 0.121

#2 · Parbhanicell 4890000457

distance 0.144

#3 · Parbhanicell 4890000268

distance 0.147

#4 · Parbhanicell 4890000270

distance 0.152

#5 · Beedcell 4700005138

distance 0.156 · cross-district

#6 · Parbhanicell 4890000186

distance 0.158

#7 · Beedcell 4700004984

distance 0.161 · cross-district

#8 · Beedcell 4700005888

distance 0.163 · cross-district

#9 · Beedcell 4700001355

distance 0.165 · cross-district

#10 · Beedcell 4700004802

distance 0.166 · cross-district

#11 · Beedcell 4700006164

distance 0.166 · cross-district

#12 · Beedcell 4700005745

distance 0.17 · cross-district

#13 · Parbhanicell 4890000134

distance 0.17

#14 · Jalnacell 4790003732

distance 0.17 · cross-district

#15 · Parbhanicell 4890000384

distance 0.171

#16 · Parbhanicell 4890000661

distance 0.174

#17 · Beedcell 4700004975

distance 0.176 · cross-district

#18 · Beedcell 4700006439

distance 0.177 · 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":4890000399}}}'

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.