Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000355

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002969

distance 0.158 · cross-district

#2 · Parbhanicell 4890000231

distance 0.16

#3 · Nandedcell 4850001531

distance 0.199 · cross-district

#4 · Parbhanicell 4890001076

distance 0.199

#5 · Beedcell 4700001085

distance 0.207 · cross-district

#6 · Nandedcell 4850001910

distance 0.211 · cross-district

#7 · Nandedcell 4850002888

distance 0.212 · cross-district

#8 · Parbhanicell 4890000468

distance 0.213

#9 · Laturcell 4810006059

distance 0.214 · cross-district

#10 · Parbhanicell 4890000363

distance 0.216

#11 · Nandedcell 4850002874

distance 0.219 · cross-district

#12 · Parbhanicell 4890000452

distance 0.221

#13 · Beedcell 4700001505

distance 0.226 · cross-district

#14 · Parbhanicell 4890001199

distance 0.229

#15 · Parbhanicell 4890000448

distance 0.23

#16 · Parbhanicell 4890001132

distance 0.23

#17 · Laturcell 4810006015

distance 0.232 · cross-district

#18 · Nandedcell 4850003420

distance 0.232 · 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":4890000355}}}'

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.