Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004127

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850009105

distance 0.258 · cross-district

#2 · Chandrapurcell 4730004314

distance 0.259

#3 · Yavatmalcell 5000002483

distance 0.279 · cross-district

#4 · Nandedcell 4850009088

distance 0.281 · cross-district

#5 · Chandrapurcell 4730003467

distance 0.287

#6 · Gondiacell 4760000417

distance 0.287 · cross-district

#7 · Chandrapurcell 4730002954

distance 0.29

#8 · Chandrapurcell 4730002162

distance 0.3

#9 · Gondiacell 4760000450

distance 0.309 · cross-district

#10 · Gondiacell 4760000774

distance 0.315 · cross-district

#11 · Yavatmalcell 5000001930

distance 0.316 · cross-district

#12 · Gondiacell 4760000718

distance 0.317 · cross-district

#13 · Nandedcell 4850009089

distance 0.319 · cross-district

#14 · Yavatmalcell 5000005661

distance 0.32 · cross-district

#15 · Gadchirolicell 4750011768

distance 0.328 · cross-district

#16 · Chandrapurcell 4730004315

distance 0.329

#17 · Yavatmalcell 5000000822

distance 0.334 · cross-district

#18 · Gadchirolicell 4750011450

distance 0.334 · 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":4730004127}}}'

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.