Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007983

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008422

distance 0.111

#2 · Punecell 4900005542

distance 0.186

#3 · Punecell 4900004984

distance 0.196

#4 · Ahmednagarcell 4660000367

distance 0.203 · cross-district

#5 · Jalgaoncell 4780005027

distance 0.205 · cross-district

#6 · Punecell 4900008427

distance 0.206

#7 · Punecell 4900003333

distance 0.208

#8 · Punecell 4900001173

distance 0.211

#9 · Beedcell 4700004152

distance 0.212 · cross-district

#10 · Punecell 4900008756

distance 0.215

#11 · Punecell 4900008202

distance 0.216

#12 · Solapurcell 4960000263

distance 0.216 · cross-district

#13 · Punecell 4900001207

distance 0.218

#14 · Punecell 4900002764

distance 0.219

#15 · Sanglicell 4930006387

distance 0.224 · cross-district

#16 · Sanglicell 4930006928

distance 0.226 · cross-district

#17 · Ahmednagarcell 4660003007

distance 0.23 · cross-district

#18 · Akolacell 4670001767

distance 0.23 · 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":4900007983}}}'

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.