Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003522

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006720

distance 0.174 · cross-district

#2 · Buldhanacell 4720005881

distance 0.195 · cross-district

#3 · Solapurcell 4960003129

distance 0.207 · cross-district

#4 · Solapurcell 4960007857

distance 0.211 · cross-district

#5 · Jalnacell 4790006626

distance 0.212 · cross-district

#6 · Akolacell 4670001400

distance 0.213 · cross-district

#7 · Amravaticell 4680004090

distance 0.214 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001080

distance 0.215 · cross-district

#9 · Solapurcell 4960000240

distance 0.215 · cross-district

#10 · Buldhanacell 4720000414

distance 0.216 · cross-district

#11 · Beedcell 4700005359

distance 0.221 · cross-district

#12 · Ahmednagarcell 4660009586

distance 0.228 · cross-district

#13 · Akolacell 4670000172

distance 0.229 · cross-district

#14 · Chandrapurcell 4730003979

distance 0.23 · cross-district

#15 · Ahmednagarcell 4660000367

distance 0.231 · cross-district

#16 · Akolacell 4670001767

distance 0.234 · cross-district

#17 · Buldhanacell 4720005129

distance 0.235 · cross-district

#18 · Hingolicell 4770003803

distance 0.235

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":4770003522}}}'

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.