Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006420

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

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006297

distance 0.213

#2 · Beedcell 4700009038

distance 0.242 · cross-district

#3 · Solapurcell 4960004110

distance 0.243 · cross-district

#4 · Punecell 4900003229

distance 0.244

#5 · Buldhanacell 4720005464

distance 0.248 · cross-district

#6 · Solapurcell 4960001301

distance 0.252 · cross-district

#7 · Solapurcell 4960005459

distance 0.253 · cross-district

#8 · Sataracell 4940000046

distance 0.263 · cross-district

#9 · Ahmednagarcell 4660014248

distance 0.265 · cross-district

#10 · Ahmednagarcell 4660003122

distance 0.27 · cross-district

#11 · Solapurcell 4960002698

distance 0.275 · cross-district

#12 · Ahmednagarcell 4660010419

distance 0.279 · cross-district

#13 · Ahmednagarcell 4660000408

distance 0.279 · cross-district

#14 · Ahmednagarcell 4660003137

distance 0.281 · cross-district

#15 · Punecell 4900007399

distance 0.281

#16 · Punecell 4900007521

distance 0.281

#17 · Punecell 4900003331

distance 0.284

#18 · Solapurcell 4960003969

distance 0.284 · 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":4900006420}}}'

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.