Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004700

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005277

distance 0.116

#2 · Wardhacell 4980000972

distance 0.134 · cross-district

#3 · Chandrapurcell 4730004983

distance 0.148

#4 · Chandrapurcell 4730006496

distance 0.152

#5 · Chandrapurcell 4730005079

distance 0.16

#6 · Chandrapurcell 4730004706

distance 0.161

#7 · Yavatmalcell 5000007479

distance 0.165 · cross-district

#8 · Wardhacell 4980000983

distance 0.172 · cross-district

#9 · Wardhacell 4980000717

distance 0.172 · cross-district

#10 · Nagpurcell 4840005447

distance 0.173 · cross-district

#11 · Wardhacell 4980000514

distance 0.176 · cross-district

#12 · Wardhacell 4980000641

distance 0.18 · cross-district

#13 · Wardhacell 4980001358

distance 0.183 · cross-district

#14 · Chandrapurcell 4730006492

distance 0.184

#15 · Wardhacell 4980001261

distance 0.184 · cross-district

#16 · Yavatmalcell 5000010516

distance 0.184 · cross-district

#17 · Yavatmalcell 5000009585

distance 0.185 · cross-district

#18 · Amravaticell 4680008512

distance 0.186 · 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":4730004700}}}'

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.