Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003585

The MH-36 locality cells most similar to this Hingoli 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003800

distance 0.147

#2 · Washimcell 4990000285

distance 0.154 · cross-district

#3 · Washimcell 4990001934

distance 0.16 · cross-district

#4 · Solapurcell 4960004858

distance 0.167 · cross-district

#5 · Parbhanicell 4890002567

distance 0.168 · cross-district

#6 · Jalnacell 4790002047

distance 0.168 · cross-district

#7 · Beedcell 4700005616

distance 0.169 · cross-district

#8 · Solapurcell 4960007720

distance 0.17 · cross-district

#9 · Solapurcell 4960004873

distance 0.175 · cross-district

#10 · Parbhanicell 4890003348

distance 0.176 · cross-district

#11 · Akolacell 4670000626

distance 0.177 · cross-district

#12 · Parbhanicell 4890003425

distance 0.177 · cross-district

#13 · Beedcell 4700002082

distance 0.177 · cross-district

#14 · Beedcell 4700007743

distance 0.18 · cross-district

#15 · Solapurcell 4960004719

distance 0.18 · cross-district

#16 · Parbhanicell 4890002063

distance 0.18 · cross-district

#17 · Ahmednagarcell 4660009125

distance 0.181 · cross-district

#18 · Parbhanicell 4890004178

distance 0.182 · 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":477,"cluster_id":4770003585}}}'

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.