Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005690

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

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005747

distance 0.26 · cross-district

#2 · Chandrapurcell 4730007004

distance 0.309

#3 · Chandrapurcell 4730009531

distance 0.313

#4 · Nagpurcell 4840000147

distance 0.316 · cross-district

#5 · Chandrapurcell 4730008344

distance 0.347

#6 · Chandrapurcell 4730009265

distance 0.353

#7 · Jalgaoncell 4780000380

distance 0.353 · cross-district

#8 · Jalgaoncell 4780001660

distance 0.354 · cross-district

#9 · Nagpurcell 4840005338

distance 0.358 · cross-district

#10 · Bhandaracell 4710000935

distance 0.36 · cross-district

#11 · Chandrapurcell 4730005915

distance 0.363

#12 · Nagpurcell 4840003782

distance 0.365 · cross-district

#13 · Nagpurcell 4840006780

distance 0.37 · cross-district

#14 · Jalgaoncell 4780001784

distance 0.379 · cross-district

#15 · Amravaticell 4680001180

distance 0.379 · cross-district

#16 · Wardhacell 4980003091

distance 0.381 · cross-district

#17 · Gadchirolicell 4750003241

distance 0.382 · cross-district

#18 · Jalgaoncell 4780003027

distance 0.384 · 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":4730005690}}}'

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.