Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003734

The MH-36 locality cells most similar to this Chandrapur 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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008737

distance 0.217

#2 · Hingolicell 4770000491

distance 0.26 · cross-district

#3 · Beedcell 4700003796

distance 0.271 · cross-district

#4 · Ahmednagarcell 4660011874

distance 0.272 · cross-district

#5 · Amravaticell 4680005901

distance 0.293 · cross-district

#6 · Nagpurcell 4840004582

distance 0.298 · cross-district

#7 · Chandrapurcell 4730004279

distance 0.3

#8 · Amravaticell 4680005489

distance 0.3 · cross-district

#9 · Chandrapurcell 4730003578

distance 0.3

#10 · Beedcell 4700003661

distance 0.302 · cross-district

#11 · Chandrapurcell 4730003656

distance 0.309

#12 · Chandrapurcell 4730003282

distance 0.313

#13 · Ahmednagarcell 4660002149

distance 0.318 · cross-district

#14 · Gadchirolicell 4750010251

distance 0.319 · cross-district

#15 · Chandrapurcell 4730004120

distance 0.321

#16 · Nandedcell 4850002825

distance 0.321 · cross-district

#17 · Chandrapurcell 4730006774

distance 0.322

#18 · Chandrapurcell 4730003737

distance 0.323

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":473,"cluster_id":4730003734}}}'

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.