Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003578

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001269

distance 0.135 · cross-district

#2 · Buldhanacell 4720006165

distance 0.146 · cross-district

#3 · Buldhanacell 4720005566

distance 0.148 · cross-district

#4 · Amravaticell 4680001735

distance 0.157 · cross-district

#5 · Solapurcell 4960010637

distance 0.16 · cross-district

#6 · Hingolicell 4770003571

distance 0.163

#7 · Washimcell 4990000315

distance 0.163 · cross-district

#8 · Buldhanacell 4720005420

distance 0.164 · cross-district

#9 · Beedcell 4700004838

distance 0.165 · cross-district

#10 · Buldhanacell 4720005890

distance 0.166 · cross-district

#11 · Amravaticell 4680003364

distance 0.169 · cross-district

#12 · Amravaticell 4680003276

distance 0.169 · cross-district

#13 · Solapurcell 4960007845

distance 0.173 · cross-district

#14 · Beedcell 4700004829

distance 0.174 · cross-district

#15 · Amravaticell 4680005401

distance 0.175 · cross-district

#16 · Washimcell 4990000023

distance 0.178 · cross-district

#17 · Jalnacell 4790006615

distance 0.178 · cross-district

#18 · Buldhanacell 4720005587

distance 0.18 · 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":4770003578}}}'

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.