Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003997

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002952

distance 0.228 · cross-district

#2 · Nandedcell 4850000584

distance 0.235 · cross-district

#3 · Washimcell 4990000686

distance 0.241 · cross-district

#4 · Nandedcell 4850002563

distance 0.242 · cross-district

#5 · Beedcell 4700008019

distance 0.244 · cross-district

#6 · Akolacell 4670003562

distance 0.246 · cross-district

#7 · Washimcell 4990001682

distance 0.246 · cross-district

#8 · Amravaticell 4680004366

distance 0.25 · cross-district

#9 · Chandrapurcell 4730004507

distance 0.255 · cross-district

#10 · Jalgaoncell 4780001173

distance 0.255 · cross-district

#11 · Solapurcell 4960011186

distance 0.256 · cross-district

#12 · Washimcell 4990003793

distance 0.257 · cross-district

#13 · Nandedcell 4850002387

distance 0.257 · cross-district

#14 · Dharashivcell 4880002741

distance 0.258 · cross-district

#15 · Amravaticell 4680000191

distance 0.259 · cross-district

#16 · Washimcell 4990002204

distance 0.26 · cross-district

#17 · Nandedcell 4850000047

distance 0.261 · cross-district

#18 · Nandedcell 4850000806

distance 0.263 · 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":4770003997}}}'

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.