Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003250

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000896

distance 0.312 · cross-district

#2 · Nagpurcell 4840004382

distance 0.327 · cross-district

#3 · Akolacell 4670001843

distance 0.35 · cross-district

#4 · Chandrapurcell 4730004416

distance 0.358

#5 · Solapurcell 4960005149

distance 0.371 · cross-district

#6 · Nagpurcell 4840003295

distance 0.375 · cross-district

#7 · Amravaticell 4680002060

distance 0.392 · cross-district

#8 · Wardhacell 4980000895

distance 0.395 · cross-district

#9 · Nagpurcell 4840004383

distance 0.418 · cross-district

#10 · Amravaticell 4680002785

distance 0.424 · cross-district

#11 · Yavatmalcell 5000009988

distance 0.425 · cross-district

#12 · Solapurcell 4960011179

distance 0.428 · cross-district

#13 · Amravaticell 4680002584

distance 0.43 · cross-district

#14 · Nagpurcell 4840003471

distance 0.433 · cross-district

#15 · Amravaticell 4680002278

distance 0.435 · cross-district

#16 · Chandrapurcell 4730003046

distance 0.439

#17 · Akolacell 4670002156

distance 0.441 · cross-district

#18 · Solapurcell 4960004602

distance 0.441 · 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":4730003250}}}'

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.