Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009265

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000651

distance 0.243 · cross-district

#2 · Chandrapurcell 4730006030

distance 0.25

#3 · Chandrapurcell 4730008777

distance 0.256

#4 · Bhandaracell 4710000552

distance 0.278 · cross-district

#5 · Chandrapurcell 4730009068

distance 0.281

#6 · Chandrapurcell 4730004469

distance 0.284

#7 · Gadchirolicell 4750011863

distance 0.286 · cross-district

#8 · Chandrapurcell 4730009392

distance 0.287

#9 · Gadchirolicell 4750012203

distance 0.292 · cross-district

#10 · Nagpurcell 4840003976

distance 0.295 · cross-district

#11 · Bhandaracell 4710000992

distance 0.3 · cross-district

#12 · Gadchirolicell 4750011696

distance 0.301 · cross-district

#13 · Chandrapurcell 4730006995

distance 0.304

#14 · Gondiacell 4760000980

distance 0.305 · cross-district

#15 · Chandrapurcell 4730006031

distance 0.308

#16 · Chandrapurcell 4730006139

distance 0.309

#17 · Nagpurcell 4840004940

distance 0.312 · cross-district

#18 · Bhandaracell 4710001613

distance 0.313 · 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":4730009265}}}'

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.