Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003272

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002255

distance 0.237

#2 · Punecell 4900003967

distance 0.252

#3 · Punecell 4900003537

distance 0.254

#4 · Punecell 4900002850

distance 0.273

#5 · Punecell 4900003672

distance 0.284

#6 · Punecell 4900004524

distance 0.304

#7 · Punecell 4900004111

distance 0.316

#8 · Punecell 4900002556

distance 0.321

#9 · Sataracell 4940008071

distance 0.324 · cross-district

#10 · Punecell 4900009666

distance 0.325

#11 · Sataracell 4940007542

distance 0.333 · cross-district

#12 · Punecell 4900003000

distance 0.338

#13 · Sataracell 4940007122

distance 0.343 · cross-district

#14 · Sataracell 4940007855

distance 0.343 · cross-district

#15 · Punecell 4900009051

distance 0.345

#16 · Punecell 4900009814

distance 0.348

#17 · Punecell 4900010348

distance 0.351

#18 · Punecell 4900002256

distance 0.352

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":4900003272}}}'

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.