Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007570

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007436

distance 0.219

#2 · Chandrapurcell 4730006160

distance 0.257

#3 · Chandrapurcell 4730006002

distance 0.277

#4 · Bhandaracell 4710000706

distance 0.289 · cross-district

#5 · Chandrapurcell 4730006461

distance 0.303

#6 · Chandrapurcell 4730004190

distance 0.307

#7 · Chandrapurcell 4730005450

distance 0.309

#8 · Jalgaoncell 4780002631

distance 0.316 · cross-district

#9 · Gadchirolicell 4750010369

distance 0.321 · cross-district

#10 · Bhandaracell 4710000071

distance 0.322 · cross-district

#11 · Chandrapurcell 4730008024

distance 0.324

#12 · Chandrapurcell 4730005996

distance 0.328

#13 · Chandrapurcell 4730003361

distance 0.335

#14 · Chandrapurcell 4730007693

distance 0.336

#15 · Bhandaracell 4710000070

distance 0.346 · cross-district

#16 · Chandrapurcell 4730008035

distance 0.347

#17 · Chandrapurcell 4730008540

distance 0.347

#18 · Nagpurcell 4840004299

distance 0.348 · 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":4730007570}}}'

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.