Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005035

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005311

distance 0.158 · cross-district

#2 · Parbhanicell 4890004293

distance 0.168

#3 · Amravaticell 4680001632

distance 0.179 · cross-district

#4 · Buldhanacell 4720004661

distance 0.183 · cross-district

#5 · Buldhanacell 4720004660

distance 0.191 · cross-district

#6 · Buldhanacell 4720003810

distance 0.192 · cross-district

#7 · Amravaticell 4680001744

distance 0.192 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690006239

distance 0.193 · cross-district

#9 · Buldhanacell 4720006568

distance 0.194 · cross-district

#10 · Buldhanacell 4720003954

distance 0.194 · cross-district

#11 · Amravaticell 4680001533

distance 0.195 · cross-district

#12 · Buldhanacell 4720005164

distance 0.197 · cross-district

#13 · Solapurcell 4960002801

distance 0.199 · cross-district

#14 · Buldhanacell 4720005387

distance 0.205 · cross-district

#15 · Buldhanacell 4720005678

distance 0.206 · cross-district

#16 · Buldhanacell 4720005823

distance 0.207 · cross-district

#17 · Buldhanacell 4720003667

distance 0.208 · cross-district

#18 · Solapurcell 4960002942

distance 0.215 · 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":4890005035}}}'

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.