Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000004

The MH-36 locality cells most similar to this Jalna 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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007825

distance 0.164 · cross-district

#2 · Beedcell 4700000307

distance 0.174 · cross-district

#3 · Beedcell 4700008443

distance 0.178 · cross-district

#4 · Beedcell 4700008434

distance 0.182 · cross-district

#5 · Beedcell 4700008111

distance 0.191 · cross-district

#6 · Washimcell 4990003125

distance 0.192 · cross-district

#7 · Beedcell 4700008358

distance 0.192 · cross-district

#8 · Parbhanicell 4890002404

distance 0.196 · cross-district

#9 · Laturcell 4810004107

distance 0.199 · cross-district

#10 · Beedcell 4700000463

distance 0.2 · cross-district

#11 · Beedcell 4700007624

distance 0.201 · cross-district

#12 · Beedcell 4700000257

distance 0.206 · cross-district

#13 · Beedcell 4700007625

distance 0.207 · cross-district

#14 · Beedcell 4700008537

distance 0.208 · cross-district

#15 · Hingolicell 4770002201

distance 0.209 · cross-district

#16 · Jalnacell 4790003062

distance 0.209

#17 · Hingolicell 4770001597

distance 0.21 · cross-district

#18 · Washimcell 4990001956

distance 0.21 · 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":479,"cluster_id":4790000004}}}'

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.