Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009504

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009503

distance 0.214

#2 · Chandrapurcell 4730009558

distance 0.303

#3 · Chandrapurcell 4730009437

distance 0.314

#4 · Bhandaracell 4710000100

distance 0.319 · cross-district

#5 · Chandrapurcell 4730009021

distance 0.321

#6 · Chandrapurcell 4730008578

distance 0.339

#7 · Chandrapurcell 4730009660

distance 0.342

#8 · Bhandaracell 4710000069

distance 0.345 · cross-district

#9 · Chandrapurcell 4730009653

distance 0.347

#10 · Nagpurcell 4840000172

distance 0.352 · cross-district

#11 · Chandrapurcell 4730009753

distance 0.355

#12 · Chandrapurcell 4730007227

distance 0.356

#13 · Yavatmalcell 5000005113

distance 0.357 · cross-district

#14 · Bhandaracell 4710000683

distance 0.358 · cross-district

#15 · Bhandaracell 4710000640

distance 0.361 · cross-district

#16 · Chandrapurcell 4730009381

distance 0.362

#17 · Chandrapurcell 4730007339

distance 0.367

#18 · Chandrapurcell 4730009667

distance 0.369

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":4730009504}}}'

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.