Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000960

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003631

distance 0.213 · cross-district

#2 · Buldhanacell 4720006208

distance 0.222 · cross-district

#3 · Jalgaoncell 4780001660

distance 0.231 · cross-district

#4 · Amravaticell 4680001486

distance 0.241 · cross-district

#5 · Ahmednagarcell 4660011920

distance 0.248 · cross-district

#6 · Parbhanicell 4890004936

distance 0.255

#7 · Beedcell 4700002939

distance 0.257 · cross-district

#8 · Ahmednagarcell 4660010098

distance 0.259 · cross-district

#9 · Buldhanacell 4720006826

distance 0.26 · cross-district

#10 · Washimcell 4990001171

distance 0.262 · cross-district

#11 · Solapurcell 4960004916

distance 0.269 · cross-district

#12 · Parbhanicell 4890003227

distance 0.273

#13 · Laturcell 4810000288

distance 0.275 · cross-district

#14 · Amravaticell 4680007050

distance 0.281 · cross-district

#15 · Buldhanacell 4720004961

distance 0.282 · cross-district

#16 · Jalnacell 4790000308

distance 0.282 · cross-district

#17 · Jalnacell 4790001521

distance 0.286 · cross-district

#18 · Nagpurcell 4840005338

distance 0.288 · 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":4890000960}}}'

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.