Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002317

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

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002904

distance 0.237

#2 · Yavatmalcell 5000003936

distance 0.244 · cross-district

#3 · Chandrapurcell 4730003782

distance 0.264

#4 · Chandrapurcell 4730004035

distance 0.271

#5 · Chandrapurcell 4730002695

distance 0.282

#6 · Yavatmalcell 5000002907

distance 0.285 · cross-district

#7 · Chandrapurcell 4730000777

distance 0.287

#8 · Parbhanicell 4890003026

distance 0.297 · cross-district

#9 · Yavatmalcell 5000001373

distance 0.298 · cross-district

#10 · Chandrapurcell 4730002902

distance 0.299

#11 · Chandrapurcell 4730004053

distance 0.301

#12 · Yavatmalcell 5000003223

distance 0.302 · cross-district

#13 · Chandrapurcell 4730003872

distance 0.304

#14 · Akolacell 4670002205

distance 0.306 · cross-district

#15 · Yavatmalcell 5000003937

distance 0.314 · cross-district

#16 · Chandrapurcell 4730003784

distance 0.317

#17 · Yavatmalcell 5000002763

distance 0.317 · cross-district

#18 · Parbhanicell 4890002368

distance 0.318 · 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":4730002317}}}'

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.