Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003052

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 3 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004575

distance 0.163

#2 · Punecell 4900002310

distance 0.183

#3 · Punecell 4900004285

distance 0.192

#4 · Punecell 4900001569

distance 0.199

#5 · Sataracell 4940008104

distance 0.199 · cross-district

#6 · Punecell 4900003723

distance 0.204

#7 · Sataracell 4940007378

distance 0.205 · cross-district

#8 · Punecell 4900003053

distance 0.206

#9 · Sataracell 4940007278

distance 0.206 · cross-district

#10 · Punecell 4900002906

distance 0.209

#11 · Punecell 4900002311

distance 0.21

#12 · Sataracell 4940003939

distance 0.21 · cross-district

#13 · Punecell 4900004433

distance 0.211

#14 · Sataracell 4940007503

distance 0.212 · cross-district

#15 · Punecell 4900002306

distance 0.213

#16 · Punecell 4900002770

distance 0.214

#17 · Nashikcell 4870000944

distance 0.214 · cross-district

#18 · Sataracell 4940008487

distance 0.214 · 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":4900003052}}}'

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.