Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001847

The MH-36 locality cells most similar to this Bhandara 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003342

distance 0.249

#2 · Amravaticell 4680009912

distance 0.277 · cross-district

#3 · Bhandaracell 4710001947

distance 0.28

#4 · Amravaticell 4680009914

distance 0.305 · cross-district

#5 · Bhandaracell 4710003348

distance 0.305

#6 · Bhandaracell 4710003538

distance 0.308

#7 · Bhandaracell 4710003523

distance 0.309

#8 · Gondiacell 4760001777

distance 0.319 · cross-district

#9 · Bhandaracell 4710002119

distance 0.319

#10 · Gadchirolicell 4750012232

distance 0.32 · cross-district

#11 · Bhandaracell 4710002153

distance 0.32

#12 · Bhandaracell 4710003458

distance 0.323

#13 · Gondiacell 4760000516

distance 0.325 · cross-district

#14 · Bhandaracell 4710001363

distance 0.327

#15 · Bhandaracell 4710003081

distance 0.329

#16 · Gondiacell 4760001148

distance 0.351 · cross-district

#17 · Nagpurcell 4840008470

distance 0.351 · cross-district

#18 · Amravaticell 4680009915

distance 0.354 · 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":471,"cluster_id":4710001847}}}'

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.