Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005713

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002601

distance 0.264 · cross-district

#2 · Wardhacell 4980001623

distance 0.288 · cross-district

#3 · Amravaticell 4680004282

distance 0.309 · cross-district

#4 · Jalgaoncell 4780005376

distance 0.312 · cross-district

#5 · Amravaticell 4680000195

distance 0.323 · cross-district

#6 · Wardhacell 4980000091

distance 0.335 · cross-district

#7 · Yavatmalcell 5000008116

distance 0.337 · cross-district

#8 · Yavatmalcell 5000007868

distance 0.337 · cross-district

#9 · Yavatmalcell 5000008727

distance 0.35 · cross-district

#10 · Jalgaoncell 4780004997

distance 0.352 · cross-district

#11 · Gadchirolicell 4750009054

distance 0.355 · cross-district

#12 · Yavatmalcell 5000007743

distance 0.356 · cross-district

#13 · Amravaticell 4680000240

distance 0.357 · cross-district

#14 · Wardhacell 4980002148

distance 0.362 · cross-district

#15 · Yavatmalcell 5000007218

distance 0.362 · cross-district

#16 · Yavatmalcell 5000006703

distance 0.362 · cross-district

#17 · Beedcell 4700000416

distance 0.366 · cross-district

#18 · Wardhacell 4980002341

distance 0.367 · 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":4730005713}}}'

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.