Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004864

The MH-36 locality cells most similar to this Parbhani 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004908

distance 0.152

#2 · Parbhanicell 4890004823

distance 0.161

#3 · Parbhanicell 4890005155

distance 0.173

#4 · Parbhanicell 4890004913

distance 0.174

#5 · Buldhanacell 4720003362

distance 0.183 · cross-district

#6 · Jalgaoncell 4780001746

distance 0.187 · cross-district

#7 · Buldhanacell 4720003285

distance 0.188 · cross-district

#8 · Parbhanicell 4890004824

distance 0.192

#9 · Jalgaoncell 4780002062

distance 0.193 · cross-district

#10 · Jalgaoncell 4780001745

distance 0.195 · cross-district

#11 · Parbhanicell 4890005365

distance 0.195

#12 · Buldhanacell 4720003288

distance 0.196 · cross-district

#13 · Parbhanicell 4890005087

distance 0.196

#14 · Parbhanicell 4890005115

distance 0.197

#15 · Parbhanicell 4890004780

distance 0.198

#16 · Parbhanicell 4890004907

distance 0.199

#17 · Buldhanacell 4720000016

distance 0.199 · cross-district

#18 · Jalgaoncell 4780001958

distance 0.202 · 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":489,"cluster_id":4890004864}}}'

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.