Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006180

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006767

distance 0.187

#2 · Chandrapurcell 4730006289

distance 0.24

#3 · Chandrapurcell 4730006293

distance 0.241

#4 · Chandrapurcell 4730006291

distance 0.245

#5 · Bhandaracell 4710000777

distance 0.251 · cross-district

#6 · Chandrapurcell 4730006081

distance 0.256

#7 · Bhandaracell 4710000564

distance 0.276 · cross-district

#8 · Chandrapurcell 4730006406

distance 0.281

#9 · Chandrapurcell 4730006879

distance 0.282

#10 · Chandrapurcell 4730005832

distance 0.284

#11 · Chandrapurcell 4730005833

distance 0.286

#12 · Chandrapurcell 4730006066

distance 0.287

#13 · Chandrapurcell 4730006314

distance 0.288

#14 · Chandrapurcell 4730005951

distance 0.289

#15 · Chandrapurcell 4730005829

distance 0.289

#16 · Chandrapurcell 4730006294

distance 0.29

#17 · Chandrapurcell 4730006407

distance 0.292

#18 · Chandrapurcell 4730006409

distance 0.293

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":4730006180}}}'

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.