Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003929

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003361

distance 0.137

#2 · Gadchirolicell 4750008974

distance 0.202 · cross-district

#3 · Gadchirolicell 4750007345

distance 0.209 · cross-district

#4 · Chandrapurcell 4730003497

distance 0.218

#5 · Chandrapurcell 4730007693

distance 0.222

#6 · Gadchirolicell 4750007753

distance 0.228 · cross-district

#7 · Yavatmalcell 5000008364

distance 0.228 · cross-district

#8 · Chandrapurcell 4730003423

distance 0.229

#9 · Wardhacell 4980000141

distance 0.233 · cross-district

#10 · Yavatmalcell 5000004139

distance 0.234 · cross-district

#11 · Chandrapurcell 4730009024

distance 0.235

#12 · Chandrapurcell 4730002949

distance 0.235

#13 · Jalgaoncell 4780005267

distance 0.246 · cross-district

#14 · Gadchirolicell 4750007143

distance 0.263 · cross-district

#15 · Yavatmalcell 5000004341

distance 0.264 · cross-district

#16 · Gadchirolicell 4750005722

distance 0.267 · cross-district

#17 · Gadchirolicell 4750010369

distance 0.27 · cross-district

#18 · Amravaticell 4680005134

distance 0.27 · 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":4730003929}}}'

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.