Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003060

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005370

distance 0.154 · cross-district

#2 · Amravaticell 4680002253

distance 0.159 · cross-district

#3 · Amravaticell 4680002322

distance 0.161 · cross-district

#4 · Amravaticell 4680002554

distance 0.162 · cross-district

#5 · Parbhanicell 4890005395

distance 0.173 · cross-district

#6 · Amravaticell 4680002828

distance 0.175 · cross-district

#7 · Amravaticell 4680002425

distance 0.175 · cross-district

#8 · Amravaticell 4680003753

distance 0.175 · cross-district

#9 · Amravaticell 4680003431

distance 0.175 · cross-district

#10 · Hingolicell 4770003299

distance 0.179

#11 · Amravaticell 4680003333

distance 0.179 · cross-district

#12 · Amravaticell 4680003724

distance 0.181 · cross-district

#13 · Amravaticell 4680003533

distance 0.183 · cross-district

#14 · Buldhanacell 4720005638

distance 0.186 · cross-district

#15 · Amravaticell 4680004046

distance 0.187 · cross-district

#16 · Amravaticell 4680004120

distance 0.187 · cross-district

#17 · Hingolicell 4770003229

distance 0.188

#18 · Amravaticell 4680001999

distance 0.188 · 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":4770003060}}}'

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.