Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009483

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

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009220

distance 0.299

#2 · Chandrapurcell 4730009554

distance 0.349

#3 · Chandrapurcell 4730008577

distance 0.366

#4 · Chandrapurcell 4730009661

distance 0.378

#5 · Chandrapurcell 4730009426

distance 0.382

#6 · Bhandaracell 4710000805

distance 0.387 · cross-district

#7 · Chandrapurcell 4730009607

distance 0.397

#8 · Chandrapurcell 4730008738

distance 0.407

#9 · Chandrapurcell 4730009305

distance 0.407

#10 · Chandrapurcell 4730009609

distance 0.412

#11 · Chandrapurcell 4730008586

distance 0.414

#12 · Bhandaracell 4710001324

distance 0.415 · cross-district

#13 · Chandrapurcell 4730009095

distance 0.418

#14 · Bhandaracell 4710003464

distance 0.421 · cross-district

#15 · Bhandaracell 4710000552

distance 0.425 · cross-district

#16 · Gondiacell 4760000985

distance 0.43 · cross-district

#17 · Yavatmalcell 5000006512

distance 0.432 · cross-district

#18 · Bhandaracell 4710000592

distance 0.434 · 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":4730009483}}}'

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.