Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009155

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009217

distance 0.163

#2 · Chandrapurcell 4730009216

distance 0.216

#3 · Chandrapurcell 4730008653

distance 0.24

#4 · Chandrapurcell 4730009218

distance 0.241

#5 · Chandrapurcell 4730008723

distance 0.251

#6 · Chandrapurcell 4730008871

distance 0.256

#7 · Chandrapurcell 4730008647

distance 0.257

#8 · Chandrapurcell 4730008570

distance 0.26

#9 · Chandrapurcell 4730008571

distance 0.264

#10 · Chandrapurcell 4730009016

distance 0.269

#11 · Chandrapurcell 4730008722

distance 0.274

#12 · Chandrapurcell 4730008796

distance 0.278

#13 · Bhandaracell 4710001615

distance 0.288 · cross-district

#14 · Chandrapurcell 4730008569

distance 0.29

#15 · Bhandaracell 4710001616

distance 0.296 · cross-district

#16 · Chandrapurcell 4730009089

distance 0.296

#17 · Chandrapurcell 4730009215

distance 0.299

#18 · Chandrapurcell 4730008803

distance 0.3

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":4730009155}}}'

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.