Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009513

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000117

distance 0.096 · cross-district

#2 · Nagpurcell 4840000118

distance 0.112 · cross-district

#3 · Nagpurcell 4840000196

distance 0.147 · cross-district

#4 · Chandrapurcell 4730009581

distance 0.156

#5 · Chandrapurcell 4730009514

distance 0.172

#6 · Nagpurcell 4840000169

distance 0.172 · cross-district

#7 · Chandrapurcell 4730009632

distance 0.183

#8 · Bhandaracell 4710001717

distance 0.183 · cross-district

#9 · Nagpurcell 4840000232

distance 0.187 · cross-district

#10 · Gondiacell 4760001099

distance 0.19 · cross-district

#11 · Chandrapurcell 4730007466

distance 0.19

#12 · Nagpurcell 4840000079

distance 0.19 · cross-district

#13 · Yavatmalcell 5000006894

distance 0.192 · cross-district

#14 · Chandrapurcell 4730007362

distance 0.193

#15 · Gondiacell 4760001278

distance 0.193 · cross-district

#16 · Bhandaracell 4710001772

distance 0.193 · cross-district

#17 · Chandrapurcell 4730009575

distance 0.193

#18 · Chandrapurcell 4730007587

distance 0.194

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":4730009513}}}'

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.