Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004585

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004311

distance 0.18

#2 · Chandrapurcell 4730008206

distance 0.189

#3 · Chandrapurcell 4730004789

distance 0.191

#4 · Chandrapurcell 4730005567

distance 0.196

#5 · Chandrapurcell 4730008088

distance 0.196

#6 · Chandrapurcell 4730009376

distance 0.197

#7 · Gadchirolicell 4750010252

distance 0.198 · cross-district

#8 · Yavatmalcell 5000008242

distance 0.2 · cross-district

#9 · Chandrapurcell 4730003825

distance 0.203

#10 · Wardhacell 4980000782

distance 0.206 · cross-district

#11 · Wardhacell 4980001169

distance 0.206 · cross-district

#12 · Chandrapurcell 4730009095

distance 0.207

#13 · Gadchirolicell 4750010184

distance 0.209 · cross-district

#14 · Chandrapurcell 4730006828

distance 0.21

#15 · Gadchirolicell 4750010899

distance 0.211 · cross-district

#16 · Chandrapurcell 4730006055

distance 0.214

#17 · Chandrapurcell 4730005888

distance 0.215

#18 · Wardhacell 4980000723

distance 0.215 · 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":4730004585}}}'

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.