Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002711

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003285

distance 0.268

#2 · Punecell 4900003287

distance 0.298

#3 · Punecell 4900003283

distance 0.32

#4 · Punecell 4900003414

distance 0.343

#5 · Punecell 4900003286

distance 0.348

#6 · Punecell 4900003420

distance 0.352

#7 · Sataracell 4940008457

distance 0.357 · cross-district

#8 · Punecell 4900004509

distance 0.36

#9 · Sataracell 4940008155

distance 0.365 · cross-district

#10 · Punecell 4900000310

distance 0.378

#11 · Punecell 4900003155

distance 0.378

#12 · Punecell 4900012734

distance 0.383

#13 · Sataracell 4940007216

distance 0.383 · cross-district

#14 · Punecell 4900000997

distance 0.384

#15 · Punecell 4900000541

distance 0.385

#16 · Sataracell 4940008364

distance 0.385 · cross-district

#17 · Punecell 4900003280

distance 0.39

#18 · Punecell 4900003001

distance 0.39

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":4900002711}}}'

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.