Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007769

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 1 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010989

distance 0.339

#2 · Punecell 4900011623

distance 0.389

#3 · Punecell 4900011065

distance 0.391

#4 · Punecell 4900008659

distance 0.4

#5 · Punecell 4900008893

distance 0.411

#6 · Punecell 4900008004

distance 0.415

#7 · Punecell 4900008438

distance 0.417

#8 · Punecell 4900010309

distance 0.417

#9 · Punecell 4900010990

distance 0.425

#10 · Punecell 4900008780

distance 0.427

#11 · Punecell 4900010905

distance 0.438

#12 · Punecell 4900010131

distance 0.441

#13 · Punecell 4900011752

distance 0.443

#14 · Punecell 4900010396

distance 0.462

#15 · Punecell 4900010229

distance 0.465

#16 · Punecell 4900010037

distance 0.47

#17 · Punecell 4900008895

distance 0.473

#18 · Punecell 4900010932

distance 0.478

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":4900007769}}}'

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.