Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013202

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013281

distance 0.235

#2 · Punecell 4900013335

distance 0.299

#3 · Ahmednagarcell 4660012830

distance 0.3 · cross-district

#4 · Punecell 4900013312

distance 0.315

#5 · Punecell 4900013248

distance 0.316

#6 · Punecell 4900013279

distance 0.317

#7 · Ahmednagarcell 4660010338

distance 0.317 · cross-district

#8 · Punecell 4900013311

distance 0.318

#9 · Punecell 4900012611

distance 0.329

#10 · Punecell 4900012681

distance 0.331

#11 · Ahmednagarcell 4660009997

distance 0.332 · cross-district

#12 · Punecell 4900012338

distance 0.334

#13 · Ahmednagarcell 4660012439

distance 0.341 · cross-district

#14 · Ahmednagarcell 4660011477

distance 0.343 · cross-district

#15 · Ahmednagarcell 4660011961

distance 0.348 · cross-district

#16 · Ahmednagarcell 4660010493

distance 0.353 · cross-district

#17 · Ahmednagarcell 4660009999

distance 0.354 · cross-district

#18 · Punecell 4900013313

distance 0.354

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":4900013202}}}'

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.