Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009306

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

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009375

distance 0.043

#2 · Chandrapurcell 4730007463

distance 0.046

#3 · Chandrapurcell 4730007577

distance 0.05

#4 · Chandrapurcell 4730007348

distance 0.06

#5 · Chandrapurcell 4730009308

distance 0.06

#6 · Chandrapurcell 4730007362

distance 0.088

#7 · Chandrapurcell 4730007466

distance 0.094

#8 · Chandrapurcell 4730007352

distance 0.109

#9 · Chandrapurcell 4730009310

distance 0.118

#10 · Chandrapurcell 4730007462

distance 0.125

#11 · Chandrapurcell 4730009370

distance 0.128

#12 · Chandrapurcell 4730009368

distance 0.128

#13 · Chandrapurcell 4730007344

distance 0.13

#14 · Chandrapurcell 4730009363

distance 0.137

#15 · Chandrapurcell 4730008812

distance 0.139

#16 · Chandrapurcell 4730008811

distance 0.14

#17 · Chandrapurcell 4730008810

distance 0.141

#18 · Bhandaracell 4710000956

distance 0.146 · 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":4730009306}}}'

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.