Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005627

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004826

distance 0.127

#2 · Punecell 4900004403

distance 0.19

#3 · Punecell 4900002896

distance 0.206

#4 · Punecell 4900007503

distance 0.21

#5 · Ahmednagarcell 4660005363

distance 0.228 · cross-district

#6 · Punecell 4900002123

distance 0.238

#7 · Sataracell 4940007667

distance 0.24 · cross-district

#8 · Ahmednagarcell 4660007143

distance 0.241 · cross-district

#9 · Punecell 4900001144

distance 0.245

#10 · Punecell 4900002887

distance 0.27

#11 · Ahmednagarcell 4660003661

distance 0.272 · cross-district

#12 · Punecell 4900001290

distance 0.272

#13 · Punecell 4900001969

distance 0.275

#14 · Punecell 4900003181

distance 0.275

#15 · Punecell 4900011681

distance 0.278

#16 · Punecell 4900011052

distance 0.279

#17 · Punecell 4900007966

distance 0.282

#18 · Punecell 4900011876

distance 0.285

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":4900005627}}}'

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.