Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006300

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006057

distance 0.146

#2 · Punecell 4900005677

distance 0.175

#3 · Beedcell 4700005474

distance 0.179 · cross-district

#4 · Punecell 4900004997

distance 0.18

#5 · Beedcell 4700004496

distance 0.183 · cross-district

#6 · Sanglicell 4930006922

distance 0.185 · cross-district

#7 · Punecell 4900002784

distance 0.191

#8 · Punecell 4900008540

distance 0.191

#9 · Punecell 4900005146

distance 0.192

#10 · Punecell 4900006528

distance 0.192

#11 · Beedcell 4700004662

distance 0.195 · cross-district

#12 · Punecell 4900007634

distance 0.199

#13 · Buldhanacell 4720005041

distance 0.199 · cross-district

#14 · Beedcell 4700005476

distance 0.2 · cross-district

#15 · Punecell 4900006162

distance 0.203

#16 · Punecell 4900007510

distance 0.203

#17 · Dharashivcell 4880003163

distance 0.204 · cross-district

#18 · Buldhanacell 4720005264

distance 0.205 · 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":4900006300}}}'

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.