Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013157

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013343

distance 0.271

#2 · Punecell 4900012240

distance 0.3

#3 · Punecell 4900013019

distance 0.384

#4 · Punecell 4900013112

distance 0.416

#5 · Punecell 4900013095

distance 0.42

#6 · Punecell 4900012242

distance 0.421

#7 · Punecell 4900012231

distance 0.426

#8 · Punecell 4900012811

distance 0.437

#9 · Sataracell 4940008357

distance 0.453 · cross-district

#10 · Thanecell 4970001694

distance 0.46 · cross-district

#11 · Nashikcell 4870008907

distance 0.462 · cross-district

#12 · Punecell 4900012232

distance 0.462

#13 · Punecell 4900013086

distance 0.463

#14 · Punecell 4900013256

distance 0.466

#15 · Sataracell 4940008456

distance 0.468 · cross-district

#16 · Punecell 4900012792

distance 0.469

#17 · Nashikcell 4870000032

distance 0.471 · cross-district

#18 · Punecell 4900012306

distance 0.472

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":4900013157}}}'

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.