Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013115

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013222

distance 0.22

#2 · Punecell 4900013226

distance 0.231

#3 · Thanecell 4970001604

distance 0.25 · cross-district

#4 · Thanecell 4970001848

distance 0.255 · cross-district

#5 · Thanecell 4970001368

distance 0.258 · cross-district

#6 · Thanecell 4970001015

distance 0.258 · cross-district

#7 · Thanecell 4970001773

distance 0.258 · cross-district

#8 · Thanecell 4970001526

distance 0.263 · cross-district

#9 · Punecell 4900013186

distance 0.27

#10 · Thanecell 4970001774

distance 0.275 · cross-district

#11 · Thanecell 4970001193

distance 0.281 · cross-district

#12 · Thanecell 4970001763

distance 0.284 · cross-district

#13 · Punecell 4900013046

distance 0.287

#14 · Thanecell 4970001605

distance 0.29 · cross-district

#15 · Thanecell 4970001932

distance 0.292 · cross-district

#16 · Thanecell 4970001681

distance 0.298 · cross-district

#17 · Thanecell 4970001194

distance 0.3 · cross-district

#18 · Thanecell 4970001860

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":4900013115}}}'

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.