Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004854

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005257

distance 0.248

#2 · Ahmednagarcell 4660006041

distance 0.264 · cross-district

#3 · Punecell 4900007029

distance 0.265

#4 · Punecell 4900004574

distance 0.284

#5 · Solapurcell 4960004110

distance 0.288 · cross-district

#6 · Solapurcell 4960011894

distance 0.301 · cross-district

#7 · Beedcell 4700003650

distance 0.303 · cross-district

#8 · Punecell 4900006772

distance 0.308

#9 · Ahmednagarcell 4660014310

distance 0.309 · cross-district

#10 · Ahmednagarcell 4660014228

distance 0.31 · cross-district

#11 · Punecell 4900006420

distance 0.311

#12 · Punecell 4900003229

distance 0.312

#13 · Punecell 4900007154

distance 0.312

#14 · Punecell 4900003905

distance 0.315

#15 · Punecell 4900006893

distance 0.321

#16 · Amravaticell 4680003589

distance 0.321 · cross-district

#17 · Dharashivcell 4880002397

distance 0.324 · cross-district

#18 · Solapurcell 4960003501

distance 0.324 · cross-district

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":4900004854}}}'

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.