Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005202

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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005204

distance 0.26

#2 · Punecell 4900005199

distance 0.293

#3 · Punecell 4900005345

distance 0.31

#4 · Punecell 4900004647

distance 0.353

#5 · Punecell 4900005067

distance 0.375

#6 · Punecell 4900004510

distance 0.385

#7 · Punecell 4900005350

distance 0.392

#8 · Punecell 4900005203

distance 0.409

#9 · Punecell 4900005343

distance 0.413

#10 · Punecell 4900012123

distance 0.427

#11 · Punecell 4900005201

distance 0.437

#12 · Punecell 4900008706

distance 0.437

#13 · Punecell 4900013330

distance 0.438

#14 · Punecell 4900004784

distance 0.442

#15 · Punecell 4900007815

distance 0.448

#16 · Punecell 4900012121

distance 0.45

#17 · Ahmednagarcell 4660010664

distance 0.454 · cross-district

#18 · Punecell 4900013354

distance 0.456

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":4900005202}}}'

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.