Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005014

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.319

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006652

distance 0.319

#2 · Chandrapurcell 4730004729

distance 0.342

#3 · Chandrapurcell 4730006558

distance 0.344

#4 · Chandrapurcell 4730005352

distance 0.346

#5 · Chandrapurcell 4730004916

distance 0.354

#6 · Chandrapurcell 4730005009

distance 0.358

#7 · Yavatmalcell 5000003536

distance 0.361 · cross-district

#8 · Chandrapurcell 4730007949

distance 0.362

#9 · Chandrapurcell 4730005012

distance 0.362

#10 · Chandrapurcell 4730006567

distance 0.363

#11 · Chandrapurcell 4730006566

distance 0.37

#12 · Nagpurcell 4840008022

distance 0.372 · cross-district

#13 · Yavatmalcell 5000003889

distance 0.373 · cross-district

#14 · Nagpurcell 4840002211

distance 0.375 · cross-district

#15 · Chandrapurcell 4730005744

distance 0.377

#16 · Yavatmalcell 5000004208

distance 0.38 · cross-district

#17 · Chandrapurcell 4730000133

distance 0.38

#18 · Chandrapurcell 4730006332

distance 0.382

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":4730005014}}}'

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.