Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002021

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

0.369

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006526

distance 0.369 · cross-district

#2 · Jalgaoncell 4780005500

distance 0.41 · cross-district

#3 · Bhandaracell 4710002135

distance 0.416

#4 · Nagpurcell 4840001244

distance 0.424 · cross-district

#5 · Bhandaracell 4710001490

distance 0.424

#6 · Bhandaracell 4710002189

distance 0.437

#7 · Bhandaracell 4710001907

distance 0.439

#8 · Bhandaracell 4710001335

distance 0.444

#9 · Bhandaracell 4710001633

distance 0.444

#10 · Thanecell 4970001139

distance 0.445 · cross-district

#11 · Bhandaracell 4710002081

distance 0.454

#12 · Jalgaoncell 4780006510

distance 0.461 · cross-district

#13 · Bhandaracell 4710002340

distance 0.466

#14 · Yavatmalcell 5000008603

distance 0.471 · cross-district

#15 · Bhandaracell 4710002023

distance 0.474

#16 · Nagpurcell 4840007426

distance 0.478 · cross-district

#17 · Bhandaracell 4710001642

distance 0.479

#18 · Nagpurcell 4840003148

distance 0.481 · 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":4710002021}}}'

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.