Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008540

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008024

distance 0.265

#2 · Chandrapurcell 4730008035

distance 0.283

#3 · Chandrapurcell 4730006002

distance 0.323

#4 · Gadchirolicell 4750010320

distance 0.336 · cross-district

#5 · Chandrapurcell 4730007570

distance 0.347

#6 · Chandrapurcell 4730005996

distance 0.422

#7 · Gadchirolicell 4750011935

distance 0.438 · cross-district

#8 · Gadchirolicell 4750010369

distance 0.449 · cross-district

#9 · Bhandaracell 4710000966

distance 0.45 · cross-district

#10 · Gadchirolicell 4750011224

distance 0.455 · cross-district

#11 · Chandrapurcell 4730006112

distance 0.455

#12 · Chandrapurcell 4730009320

distance 0.463

#13 · Bhandaracell 4710002781

distance 0.467 · cross-district

#14 · Yavatmalcell 5000006775

distance 0.476 · cross-district

#15 · Gondiacell 4760000375

distance 0.477 · cross-district

#16 · Gadchirolicell 4750010642

distance 0.478 · cross-district

#17 · Gondiacell 4760001100

distance 0.485 · cross-district

#18 · Bhandaracell 4710000644

distance 0.487 · 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":4730008540}}}'

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.