Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002477

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.433

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980002707

distance 0.433 · cross-district

#2 · Akolacell 4670001845

distance 0.483 · cross-district

#3 · Nagpurcell 4840003282

distance 0.485 · cross-district

#4 · Wardhacell 4980002638

distance 0.503 · cross-district

#5 · Wardhacell 4980002703

distance 0.523 · cross-district

#6 · Solapurcell 4960009823

distance 0.555 · cross-district

#7 · Jalgaoncell 4780006213

distance 0.557 · cross-district

#8 · Nagpurcell 4840004504

distance 0.558 · cross-district

#9 · Jalgaoncell 4780004072

distance 0.559 · cross-district

#10 · Wardhacell 4980000808

distance 0.572 · cross-district

#11 · Kolhapurcell 4800004704

distance 0.579 · cross-district

#12 · Chandrapurcell 4730005582

distance 0.594 · cross-district

#13 · Nagpurcell 4840003959

distance 0.6 · cross-district

#14 · Akolacell 4670002157

distance 0.601 · cross-district

#15 · Gadchirolicell 4750003153

distance 0.604 · cross-district

#16 · Sanglicell 4930000463

distance 0.609 · cross-district

#17 · Kolhapurcell 4800004856

distance 0.614 · cross-district

#18 · Yavatmalcell 5000009881

distance 0.617 · 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":4710002477}}}'

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.