Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000023

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000076

distance 0.195

#2 · Chandrapurcell 4730000518

distance 0.274

#3 · Chandrapurcell 4730000147

distance 0.28

#4 · Chandrapurcell 4730000104

distance 0.28

#5 · Nandedcell 4850006569

distance 0.305 · cross-district

#6 · Gadchirolicell 4750001426

distance 0.308 · cross-district

#7 · Chandrapurcell 4730000151

distance 0.319

#8 · Nandedcell 4850005912

distance 0.327 · cross-district

#9 · Chandrapurcell 4730000051

distance 0.336

#10 · Chandrapurcell 4730000165

distance 0.348

#11 · Gadchirolicell 4750001347

distance 0.348 · cross-district

#12 · Yavatmalcell 5000002041

distance 0.354 · cross-district

#13 · Chandrapurcell 4730000001

distance 0.366

#14 · Nandedcell 4850004807

distance 0.366 · cross-district

#15 · Nandedcell 4850008491

distance 0.368 · cross-district

#16 · Chandrapurcell 4730000375

distance 0.369

#17 · Nandedcell 4850007448

distance 0.372 · cross-district

#18 · Gadchirolicell 4750000963

distance 0.372 · 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":473,"cluster_id":4730000023}}}'

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.