Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003698

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004214

distance 0.108

#2 · Washimcell 4990000239

distance 0.158 · cross-district

#3 · Jalnacell 4790004095

distance 0.163 · cross-district

#4 · Buldhanacell 4720006076

distance 0.168 · cross-district

#5 · Nandedcell 4850009004

distance 0.17 · cross-district

#6 · Jalnacell 4790001515

distance 0.171 · cross-district

#7 · Wardhacell 4980001443

distance 0.178 · cross-district

#8 · Buldhanacell 4720006431

distance 0.18 · cross-district

#9 · Beedcell 4700008515

distance 0.182 · cross-district

#10 · Parbhanicell 4890004757

distance 0.183

#11 · Solapurcell 4960004563

distance 0.184 · cross-district

#12 · Beedcell 4700006424

distance 0.186 · cross-district

#13 · Parbhanicell 4890004623

distance 0.186

#14 · Parbhanicell 4890002498

distance 0.187

#15 · Buldhanacell 4720007183

distance 0.19 · cross-district

#16 · Buldhanacell 4720004348

distance 0.192 · cross-district

#17 · Amravaticell 4680000379

distance 0.193 · cross-district

#18 · Amravaticell 4680005400

distance 0.193 · 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":4890003698}}}'

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.