Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008152

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005603

distance 0.266

#2 · Punecell 4900005733

distance 0.268

#3 · Punecell 4900005465

distance 0.277

#4 · Punecell 4900007829

distance 0.281

#5 · Punecell 4900006130

distance 0.314

#6 · Punecell 4900007341

distance 0.323

#7 · Punecell 4900009149

distance 0.333

#8 · Punecell 4900005473

distance 0.342

#9 · Punecell 4900005341

distance 0.352

#10 · Punecell 4900006604

distance 0.359

#11 · Punecell 4900005602

distance 0.365

#12 · Punecell 4900005600

distance 0.366

#13 · Punecell 4900010347

distance 0.366

#14 · Punecell 4900008040

distance 0.367

#15 · Punecell 4900008169

distance 0.372

#16 · Punecell 4900006481

distance 0.377

#17 · Punecell 4900005463

distance 0.386

#18 · Punecell 4900007818

distance 0.388

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":4900008152}}}'

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.