Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004814

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004674

distance 0.133

#2 · Punecell 4900006875

distance 0.205

#3 · Punecell 4900011684

distance 0.209

#4 · Beedcell 4700004671

distance 0.216 · cross-district

#5 · Punecell 4900007489

distance 0.225

#6 · Punecell 4900004821

distance 0.227

#7 · Sataracell 4940008469

distance 0.229 · cross-district

#8 · Ahmednagarcell 4660003528

distance 0.23 · cross-district

#9 · Ahmednagarcell 4660004936

distance 0.239 · cross-district

#10 · Ahmednagarcell 4660005124

distance 0.241 · cross-district

#11 · Punecell 4900007255

distance 0.243

#12 · Sataracell 4940008295

distance 0.245 · cross-district

#13 · Punecell 4900000471

distance 0.247

#14 · Ahmednagarcell 4660003648

distance 0.25 · cross-district

#15 · Sanglicell 4930007115

distance 0.251 · cross-district

#16 · Ahmednagarcell 4660004849

distance 0.254 · cross-district

#17 · Punecell 4900004675

distance 0.254

#18 · Punecell 4900005890

distance 0.256

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":4900004814}}}'

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.