Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003817

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002418

distance 0.207

#2 · Punecell 4900002267

distance 0.213

#3 · Punecell 4900008705

distance 0.277

#4 · Punecell 4900003955

distance 0.293

#5 · Punecell 4900004651

distance 0.317

#6 · Punecell 4900002564

distance 0.326

#7 · Punecell 4900000640

distance 0.339

#8 · Punecell 4900003554

distance 0.341

#9 · Punecell 4900003961

distance 0.345

#10 · Sataracell 4940008152

distance 0.352 · cross-district

#11 · Punecell 4900003552

distance 0.356

#12 · Punecell 4900003556

distance 0.357

#13 · Punecell 4900009670

distance 0.358

#14 · Punecell 4900003553

distance 0.359

#15 · Sataracell 4940007433

distance 0.363 · cross-district

#16 · Punecell 4900003412

distance 0.365

#17 · Sataracell 4940008145

distance 0.368 · cross-district

#18 · Punecell 4900002409

distance 0.382

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":4900003817}}}'

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.