Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000699

The MH-36 locality cells most similar to this Parbhani 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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.364

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003889

distance 0.364 · cross-district

#2 · Parbhanicell 4890000643

distance 0.376

#3 · Dharashivcell 4880002950

distance 0.425 · cross-district

#4 · Amravaticell 4680009167

distance 0.426 · cross-district

#5 · Laturcell 4810000965

distance 0.43 · cross-district

#6 · Laturcell 4810003234

distance 0.44 · cross-district

#7 · Laturcell 4810001786

distance 0.444 · cross-district

#8 · Laturcell 4810004407

distance 0.448 · cross-district

#9 · Jalnacell 4790003875

distance 0.449 · cross-district

#10 · Amravaticell 4680001112

distance 0.45 · cross-district

#11 · Nagpurcell 4840007465

distance 0.459 · cross-district

#12 · Gondiacell 4760001624

distance 0.46 · cross-district

#13 · Kolhapurcell 4800004173

distance 0.46 · cross-district

#14 · Nandedcell 4850005061

distance 0.463 · cross-district

#15 · Laturcell 4810001785

distance 0.469 · cross-district

#16 · Nagpurcell 4840003574

distance 0.471 · cross-district

#17 · Dharashivcell 4880003178

distance 0.483 · cross-district

#18 · Ahmednagarcell 4660011417

distance 0.483 · 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":489,"cluster_id":4890000699}}}'

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.