Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001656

The MH-36 locality cells most similar to this Jalna 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007553

distance 0.207 · cross-district

#2 · Jalgaoncell 4780001528

distance 0.222 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001120

distance 0.223 · cross-district

#4 · Wardhacell 4980000710

distance 0.224 · cross-district

#5 · Amravaticell 4680002207

distance 0.225 · cross-district

#6 · Buldhanacell 4720003957

distance 0.228 · cross-district

#7 · Jalnacell 4790000302

distance 0.229

#8 · Buldhanacell 4720004363

distance 0.231 · cross-district

#9 · Amravaticell 4680001648

distance 0.232 · cross-district

#10 · Parbhanicell 4890004388

distance 0.233 · cross-district

#11 · Parbhanicell 4890000729

distance 0.241 · cross-district

#12 · Nagpurcell 4840006760

distance 0.241 · cross-district

#13 · Parbhanicell 4890003544

distance 0.245 · cross-district

#14 · Wardhacell 4980003167

distance 0.246 · cross-district

#15 · Amravaticell 4680000387

distance 0.247 · cross-district

#16 · Jalnacell 4790003578

distance 0.247

#17 · Chhatrapati Sambhajinagarcell 4690008440

distance 0.247 · cross-district

#18 · Jalnacell 4790001076

distance 0.25

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":479,"cluster_id":4790001656}}}'

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.