Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008571

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009156

distance 0.208

#2 · Chandrapurcell 4730008871

distance 0.238

#3 · Chandrapurcell 4730008565

distance 0.252

#4 · Chandrapurcell 4730009016

distance 0.257

#5 · Chandrapurcell 4730009155

distance 0.264

#6 · Chandrapurcell 4730008650

distance 0.268

#7 · Chandrapurcell 4730008576

distance 0.27

#8 · Chandrapurcell 4730007575

distance 0.274

#9 · Bhandaracell 4710001773

distance 0.276 · cross-district

#10 · Chandrapurcell 4730008570

distance 0.28

#11 · Chandrapurcell 4730008643

distance 0.282

#12 · Bhandaracell 4710001774

distance 0.285 · cross-district

#13 · Chandrapurcell 4730007350

distance 0.288

#14 · Chandrapurcell 4730008566

distance 0.288

#15 · Chandrapurcell 4730009213

distance 0.289

#16 · Chandrapurcell 4730008662

distance 0.29

#17 · Chandrapurcell 4730009221

distance 0.292

#18 · Bhandaracell 4710001517

distance 0.294 · 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":4730008571}}}'

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.