Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007888

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 2 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008451

distance 0.205

#2 · Punecell 4900010985

distance 0.212

#3 · Punecell 4900011157

distance 0.221

#4 · Punecell 4900010736

distance 0.232

#5 · Punecell 4900010024

distance 0.254

#6 · Punecell 4900008769

distance 0.266

#7 · Punecell 4900011307

distance 0.268

#8 · Punecell 4900011494

distance 0.271

#9 · Raigadcell 4910004958

distance 0.274 · cross-district

#10 · Punecell 4900010584

distance 0.276

#11 · Punecell 4900008439

distance 0.281

#12 · Punecell 4900007774

distance 0.282

#13 · Punecell 4900010223

distance 0.284

#14 · Punecell 4900011369

distance 0.285

#15 · Punecell 4900011889

distance 0.285

#16 · Punecell 4900009940

distance 0.288

#17 · Punecell 4900010756

distance 0.298

#18 · Punecell 4900011503

distance 0.298

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":4900007888}}}'

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.