Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770004022

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003801

distance 0.166

#2 · Dharashivcell 4880001049

distance 0.174 · cross-district

#3 · Nandedcell 4850007263

distance 0.189 · cross-district

#4 · Washimcell 4990000764

distance 0.196 · cross-district

#5 · Ahmednagarcell 4660000383

distance 0.199 · cross-district

#6 · Hingolicell 4770001089

distance 0.201

#7 · Nandedcell 4850001490

distance 0.203 · cross-district

#8 · Ahmednagarcell 4660010428

distance 0.208 · cross-district

#9 · Washimcell 4990003541

distance 0.209 · cross-district

#10 · Chandrapurcell 4730000667

distance 0.213 · cross-district

#11 · Beedcell 4700001139

distance 0.217 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002946

distance 0.218 · cross-district

#13 · Washimcell 4990001760

distance 0.219 · cross-district

#14 · Ahmednagarcell 4660009081

distance 0.219 · cross-district

#15 · Ahmednagarcell 4660010903

distance 0.22 · cross-district

#16 · Ahmednagarcell 4660010248

distance 0.221 · cross-district

#17 · Yavatmalcell 5000005869

distance 0.221 · cross-district

#18 · Amravaticell 4680000749

distance 0.222 · 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":4770004022}}}'

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.