Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001995

The MH-36 locality cells most similar to this Pune 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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003461

distance 0.167

#2 · Punecell 4900002935

distance 0.205

#3 · Punecell 4900001472

distance 0.218

#4 · Punecell 4900002152

distance 0.219

#5 · Punecell 4900004153

distance 0.225

#6 · Nashikcell 4870001390

distance 0.232 · cross-district

#7 · Punecell 4900002904

distance 0.237

#8 · Punecell 4900002618

distance 0.238

#9 · Punecell 4900002002

distance 0.244

#10 · Buldhanacell 4720007781

distance 0.245 · cross-district

#11 · Nashikcell 4870001307

distance 0.246 · cross-district

#12 · Punecell 4900002326

distance 0.25

#13 · Sataracell 4940004168

distance 0.254 · cross-district

#14 · Akolacell 4670000975

distance 0.255 · cross-district

#15 · Sataracell 4940005655

distance 0.256 · cross-district

#16 · Punecell 4900004423

distance 0.261

#17 · Punecell 4900002173

distance 0.262

#18 · Akolacell 4670002777

distance 0.262 · 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":490,"cluster_id":4900001995}}}'

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.