Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008757

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

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007398

distance 0.219

#2 · Ahmednagarcell 4660003081

distance 0.221 · cross-district

#3 · Sataracell 4940004531

distance 0.257 · cross-district

#4 · Sanglicell 4930006424

distance 0.262 · cross-district

#5 · Jalgaoncell 4780006292

distance 0.268 · cross-district

#6 · Sataracell 4940003009

distance 0.273 · cross-district

#7 · Ahmednagarcell 4660003862

distance 0.276 · cross-district

#8 · Ahmednagarcell 4660004364

distance 0.285 · cross-district

#9 · Solapurcell 4960009166

distance 0.29 · cross-district

#10 · Ahmednagarcell 4660007045

distance 0.291 · cross-district

#11 · Sanglicell 4930001571

distance 0.296 · cross-district

#12 · Punecell 4900008538

distance 0.296

#13 · Ahmednagarcell 4660005336

distance 0.299 · cross-district

#14 · Punecell 4900001301

distance 0.3

#15 · Punecell 4900005650

distance 0.3

#16 · Kolhapurcell 4800005039

distance 0.303 · cross-district

#17 · Solapurcell 4960008024

distance 0.306 · cross-district

#18 · Buldhanacell 4720003611

distance 0.307 · 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":4900008757}}}'

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.