Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012702

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.405

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660012456

distance 0.405 · cross-district

#2 · Punecell 4900012266

distance 0.425

#3 · Punecell 4900006135

distance 0.438

#4 · Punecell 4900008059

distance 0.451

#5 · Punecell 4900008618

distance 0.453

#6 · Punecell 4900009292

distance 0.456

#7 · Punecell 4900008394

distance 0.467

#8 · Solapurcell 4960007927

distance 0.471 · cross-district

#9 · Punecell 4900012198

distance 0.477

#10 · Punecell 4900004250

distance 0.491

#11 · Sataracell 4940007647

distance 0.513 · cross-district

#12 · Punecell 4900006243

distance 0.525

#13 · Punecell 4900011399

distance 0.531

#14 · Punecell 4900005864

distance 0.537

#15 · Punecell 4900001444

distance 0.545

#16 · Sataracell 4940008984

distance 0.554 · cross-district

#17 · Ahmednagarcell 4660001334

distance 0.56 · cross-district

#18 · Nashikcell 4870010011

distance 0.563 · 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":4900012702}}}'

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.