Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001655

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 15 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.457

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000485

distance 0.457 · cross-district

#2 · Solapurcell 4960001901

distance 0.495 · cross-district

#3 · Chandrapurcell 4730006324

distance 0.539 · cross-district

#4 · Jalgaoncell 4780006239

distance 0.551 · cross-district

#5 · Sanglicell 4930006031

distance 0.563 · cross-district

#6 · Jalnacell 4790005670

distance 0.563 · cross-district

#7 · Kolhapurcell 4800005897

distance 0.583 · cross-district

#8 · Parbhanicell 4890000961

distance 0.59 · cross-district

#9 · Laturcell 4810001787

distance 0.6 · cross-district

#10 · Ahmednagarcell 4660000172

distance 0.601 · cross-district

#11 · Buldhanacell 4720000430

distance 0.602 · cross-district

#12 · Gondiacell 4760003475

distance 0.602 · cross-district

#13 · Nashikcell 4870007635

distance 0.606 · cross-district

#14 · Wardhacell 4980003059

distance 0.607 · cross-district

#15 · Wardhacell 4980004178

distance 0.609 · cross-district

#16 · Nagpurcell 4840004700

distance 0.612 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006861

distance 0.614 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690006999

distance 0.615 · 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":4710001655}}}'

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.