Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003535

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003029

distance 0.269

#2 · Chandrapurcell 4730001949

distance 0.282

#3 · Chandrapurcell 4730003117

distance 0.287

#4 · Chandrapurcell 4730003231

distance 0.304

#5 · Chandrapurcell 4730003534

distance 0.306

#6 · Chandrapurcell 4730003312

distance 0.308

#7 · Chandrapurcell 4730003781

distance 0.311

#8 · Chandrapurcell 4730002768

distance 0.314

#9 · Chandrapurcell 4730003612

distance 0.314

#10 · Chandrapurcell 4730002703

distance 0.316

#11 · Chandrapurcell 4730002958

distance 0.319

#12 · Chandrapurcell 4730003098

distance 0.323

#13 · Chandrapurcell 4730002311

distance 0.328

#14 · Chandrapurcell 4730003393

distance 0.328

#15 · Chandrapurcell 4730003171

distance 0.341

#16 · Hingolicell 4770000493

distance 0.343 · cross-district

#17 · Jalgaoncell 4780005740

distance 0.345 · cross-district

#18 · Hingolicell 4770000199

distance 0.35 · 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":4730003535}}}'

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.