Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009484

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000686

distance 0.176 · cross-district

#2 · Chandrapurcell 4730009697

distance 0.2

#3 · Chandrapurcell 4730009647

distance 0.228

#4 · Chandrapurcell 4730009604

distance 0.231

#5 · Chandrapurcell 4730009541

distance 0.235

#6 · Chandrapurcell 4730009430

distance 0.24

#7 · Chandrapurcell 4730008662

distance 0.242

#8 · Chandrapurcell 4730009437

distance 0.243

#9 · Chandrapurcell 4730007350

distance 0.246

#10 · Gondiacell 4760000240

distance 0.254 · cross-district

#11 · Chandrapurcell 4730009424

distance 0.255

#12 · Bhandaracell 4710000550

distance 0.259 · cross-district

#13 · Chandrapurcell 4730007000

distance 0.26

#14 · Bhandaracell 4710000725

distance 0.27 · cross-district

#15 · Chandrapurcell 4730009486

distance 0.271

#16 · Chandrapurcell 4730009432

distance 0.274

#17 · Chandrapurcell 4730009423

distance 0.275

#18 · Chandrapurcell 4730008663

distance 0.277

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":4730009484}}}'

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.