Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001604

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000970

distance 0.25

#2 · Bhandaracell 4710001037

distance 0.321

#3 · Chandrapurcell 4730005583

distance 0.324 · cross-district

#4 · Gondiacell 4760003901

distance 0.33 · cross-district

#5 · Bhandaracell 4710002776

distance 0.344

#6 · Bhandaracell 4710001722

distance 0.358

#7 · Nagpurcell 4840006362

distance 0.361 · cross-district

#8 · Nagpurcell 4840006458

distance 0.362 · cross-district

#9 · Wardhacell 4980001951

distance 0.375 · cross-district

#10 · Amravaticell 4680003034

distance 0.375 · cross-district

#11 · Jalnacell 4790005398

distance 0.378 · cross-district

#12 · Gondiacell 4760003864

distance 0.383 · cross-district

#13 · Parbhanicell 4890001090

distance 0.389 · cross-district

#14 · Gondiacell 4760004375

distance 0.389 · cross-district

#15 · Gondiacell 4760003359

distance 0.389 · cross-district

#16 · Wardhacell 4980003224

distance 0.392 · cross-district

#17 · Bhandaracell 4710000821

distance 0.397

#18 · Nagpurcell 4840000605

distance 0.397 · 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":4710001604}}}'

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.