Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012588

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012658

distance 0.169

#2 · Punecell 4900013285

distance 0.209

#3 · Punecell 4900012443

distance 0.216

#4 · Punecell 4900012370

distance 0.239

#5 · Punecell 4900012921

distance 0.252

#6 · Punecell 4900012918

distance 0.263

#7 · Thanecell 4970001946

distance 0.277 · cross-district

#8 · Punecell 4900000857

distance 0.284

#9 · Punecell 4900000304

distance 0.288

#10 · Punecell 4900012440

distance 0.291

#11 · Punecell 4900012919

distance 0.292

#12 · Punecell 4900012723

distance 0.299

#13 · Sataracell 4940008346

distance 0.303 · cross-district

#14 · Thanecell 4970001945

distance 0.31 · cross-district

#15 · Sataracell 4940008242

distance 0.312 · cross-district

#16 · Punecell 4900012724

distance 0.317

#17 · Sataracell 4940004082

distance 0.325 · cross-district

#18 · Sataracell 4940003841

distance 0.325 · 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":4900012588}}}'

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.