Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004053

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003937

distance 0.233 · cross-district

#2 · Jalgaoncell 4780005886

distance 0.244 · cross-district

#3 · Jalgaoncell 4780006534

distance 0.252 · cross-district

#4 · Yavatmalcell 5000002907

distance 0.257 · cross-district

#5 · Chandrapurcell 4730003872

distance 0.26

#6 · Chandrapurcell 4730004052

distance 0.267

#7 · Chandrapurcell 4730003530

distance 0.275

#8 · Chandrapurcell 4730002818

distance 0.275

#9 · Yavatmalcell 5000003223

distance 0.281 · cross-district

#10 · Parbhanicell 4890001871

distance 0.285 · cross-district

#11 · Chandrapurcell 4730003450

distance 0.292

#12 · Chandrapurcell 4730003678

distance 0.293

#13 · Nandedcell 4850005705

distance 0.293 · cross-district

#14 · Chandrapurcell 4730003375

distance 0.296

#15 · Chandrapurcell 4730003171

distance 0.297

#16 · Chandrapurcell 4730002698

distance 0.298

#17 · Hingolicell 4770000571

distance 0.3 · cross-district

#18 · Kolhapurcell 4800004328

distance 0.301 · 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":4730004053}}}'

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.