Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005906

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000791

distance 0.293 · cross-district

#2 · Yavatmalcell 5000006495

distance 0.296 · cross-district

#3 · Yavatmalcell 5000007268

distance 0.296 · cross-district

#4 · Nagpurcell 4840001421

distance 0.318 · cross-district

#5 · Chandrapurcell 4730000834

distance 0.32

#6 · Wardhacell 4980002949

distance 0.321 · cross-district

#7 · Wardhacell 4980000208

distance 0.323 · cross-district

#8 · Yavatmalcell 5000009141

distance 0.327 · cross-district

#9 · Yavatmalcell 5000004958

distance 0.338 · cross-district

#10 · Nagpurcell 4840001334

distance 0.338 · cross-district

#11 · Wardhacell 4980003316

distance 0.347 · cross-district

#12 · Wardhacell 4980003003

distance 0.347 · cross-district

#13 · Yavatmalcell 5000003180

distance 0.348 · cross-district

#14 · Chandrapurcell 4730007273

distance 0.351

#15 · Yavatmalcell 5000007823

distance 0.352 · cross-district

#16 · Nagpurcell 4840001266

distance 0.354 · cross-district

#17 · Wardhacell 4980003432

distance 0.36 · cross-district

#18 · Nagpurcell 4840003041

distance 0.362 · 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":4730005906}}}'

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.