Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005915

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003565

distance 0.308 · cross-district

#2 · Wardhacell 4980003307

distance 0.325 · cross-district

#3 · Wardhacell 4980003006

distance 0.333 · cross-district

#4 · Amravaticell 4680004337

distance 0.356 · cross-district

#5 · Chandrapurcell 4730005690

distance 0.363

#6 · Bhandaracell 4710002513

distance 0.365 · cross-district

#7 · Jalgaoncell 4780000491

distance 0.369 · cross-district

#8 · Nagpurcell 4840001597

distance 0.374 · cross-district

#9 · Yavatmalcell 5000010325

distance 0.377 · cross-district

#10 · Nagpurcell 4840003878

distance 0.378 · cross-district

#11 · Nagpurcell 4840001293

distance 0.382 · cross-district

#12 · Nagpurcell 4840003563

distance 0.388 · cross-district

#13 · Chandrapurcell 4730007720

distance 0.395

#14 · Chandrapurcell 4730004889

distance 0.397

#15 · Bhandaracell 4710001070

distance 0.403 · cross-district

#16 · Wardhacell 4980000897

distance 0.403 · cross-district

#17 · Nagpurcell 4840004959

distance 0.404 · cross-district

#18 · Wardhacell 4980001799

distance 0.405 · 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":4730005915}}}'

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.