Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003003

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001524

distance 0.138

#2 · Punecell 4900002407

distance 0.166

#3 · Punecell 4900003972

distance 0.174

#4 · Punecell 4900004105

distance 0.2

#5 · Punecell 4900004113

distance 0.201

#6 · Punecell 4900003689

distance 0.207

#7 · Punecell 4900001938

distance 0.214

#8 · Sataracell 4940008988

distance 0.218 · cross-district

#9 · Punecell 4900004379

distance 0.222

#10 · Punecell 4900004525

distance 0.224

#11 · Punecell 4900004385

distance 0.235

#12 · Punecell 4900003968

distance 0.24

#13 · Punecell 4900003825

distance 0.246

#14 · Punecell 4900003834

distance 0.25

#15 · Sataracell 4940008990

distance 0.255 · cross-district

#16 · Punecell 4900002700

distance 0.259

#17 · Punecell 4900002853

distance 0.26

#18 · Punecell 4900008729

distance 0.262

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":4900003003}}}'

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.