Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003148

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

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003416

distance 0.373

#2 · Punecell 4900005205

distance 0.403

#3 · Punecell 4900003546

distance 0.407

#4 · Sataracell 4940008275

distance 0.415 · cross-district

#5 · Sataracell 4940008178

distance 0.417 · cross-district

#6 · Punecell 4900002858

distance 0.426

#7 · Sataracell 4940008360

distance 0.429 · cross-district

#8 · Punecell 4900003413

distance 0.447

#9 · Punecell 4900005343

distance 0.457

#10 · Sataracell 4940008368

distance 0.46 · cross-district

#11 · Sataracell 4940008458

distance 0.46 · cross-district

#12 · Punecell 4900002710

distance 0.461

#13 · Punecell 4900003007

distance 0.461

#14 · Punecell 4900003286

distance 0.465

#15 · Punecell 4900005345

distance 0.467

#16 · Punecell 4900003011

distance 0.472

#17 · Punecell 4900003545

distance 0.473

#18 · Punecell 4900005203

distance 0.477

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":4900003148}}}'

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.