Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002885

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.424

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003975

distance 0.424 · cross-district

#2 · Chandrapurcell 4730005796

distance 0.49 · cross-district

#3 · Nagpurcell 4840006721

distance 0.491 · cross-district

#4 · Bhandaracell 4710002884

distance 0.493

#5 · Yavatmalcell 5000006858

distance 0.495 · cross-district

#6 · Nagpurcell 4840004394

distance 0.5 · cross-district

#7 · Nagpurcell 4840001774

distance 0.522 · cross-district

#8 · Gondiacell 4760004012

distance 0.522 · cross-district

#9 · Bhandaracell 4710002914

distance 0.525

#10 · Nagpurcell 4840003376

distance 0.535 · cross-district

#11 · Chandrapurcell 4730005689

distance 0.537 · cross-district

#12 · Nagpurcell 4840004602

distance 0.55 · cross-district

#13 · Nagpurcell 4840004393

distance 0.557 · cross-district

#14 · Beedcell 4700003114

distance 0.56 · cross-district

#15 · Nagpurcell 4840003802

distance 0.56 · cross-district

#16 · Amravaticell 4680006013

distance 0.562 · cross-district

#17 · Beedcell 4700003289

distance 0.564 · cross-district

#18 · Laturcell 4810003263

distance 0.567 · 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":4710002885}}}'

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.