Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007127

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.406

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870001465

distance 0.406 · cross-district

#2 · Sataracell 4940007222

distance 0.41 · cross-district

#3 · Punecell 4900004145

distance 0.418

#4 · Sataracell 4940007242

distance 0.439 · cross-district

#5 · Sataracell 4940006186

distance 0.463 · cross-district

#6 · Punecell 4900006025

distance 0.478

#7 · Punecell 4900004678

distance 0.479

#8 · Jalgaoncell 4780004598

distance 0.48 · cross-district

#9 · Kolhapurcell 4800005557

distance 0.48 · cross-district

#10 · Beedcell 4700008805

distance 0.483 · cross-district

#11 · Jalgaoncell 4780004484

distance 0.485 · cross-district

#12 · Sataracell 4940001809

distance 0.492 · cross-district

#13 · Laturcell 4810000717

distance 0.493 · cross-district

#14 · Sataracell 4940004868

distance 0.494 · cross-district

#15 · Buldhanacell 4720008150

distance 0.5 · cross-district

#16 · Sataracell 4940006368

distance 0.503 · cross-district

#17 · Sataracell 4940008308

distance 0.504 · cross-district

#18 · Ahmednagarcell 4660004942

distance 0.509 · 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":4900007127}}}'

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.