Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008543

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008878

distance 0.213

#2 · Ahmednagarcell 4660002620

distance 0.214 · cross-district

#3 · Dharashivcell 4880000945

distance 0.245 · cross-district

#4 · Ahmednagarcell 4660002335

distance 0.257 · cross-district

#5 · Punecell 4900008764

distance 0.266

#6 · Dharashivcell 4880000887

distance 0.276 · cross-district

#7 · Ahmednagarcell 4660002705

distance 0.276 · cross-district

#8 · Dharashivcell 4880001036

distance 0.29 · cross-district

#9 · Parbhanicell 4890005402

distance 0.3 · cross-district

#10 · Dharashivcell 4880006020

distance 0.304 · cross-district

#11 · Beedcell 4700002955

distance 0.308 · cross-district

#12 · Hingolicell 4770002542

distance 0.31 · cross-district

#13 · Solapurcell 4960011059

distance 0.311 · cross-district

#14 · Solapurcell 4960006940

distance 0.312 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000801

distance 0.315 · cross-district

#16 · Ahmednagarcell 4660008070

distance 0.316 · cross-district

#17 · Ahmednagarcell 4660003091

distance 0.321 · cross-district

#18 · Parbhanicell 4890005349

distance 0.323 · 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":4900008543}}}'

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.