Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003759

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006965

distance 0.254 · cross-district

#2 · Nashikcell 4870001764

distance 0.255 · cross-district

#3 · Sataracell 4940007502

distance 0.257 · cross-district

#4 · Sataracell 4940007700

distance 0.258 · cross-district

#5 · Sataracell 4940007283

distance 0.259 · cross-district

#6 · Punecell 4900002770

distance 0.272

#7 · Sanglicell 4930004458

distance 0.273 · cross-district

#8 · Punecell 4900001738

distance 0.274

#9 · Sataracell 4940007595

distance 0.275 · cross-district

#10 · Punecell 4900002311

distance 0.276

#11 · Sataracell 4940005022

distance 0.277 · cross-district

#12 · Sataracell 4940007280

distance 0.278 · cross-district

#13 · Sataracell 4940007055

distance 0.279 · cross-district

#14 · Sataracell 4940002692

distance 0.28 · cross-district

#15 · Sataracell 4940007278

distance 0.28 · cross-district

#16 · Sanglicell 4930004143

distance 0.281 · cross-district

#17 · Solapurcell 4960000004

distance 0.284 · cross-district

#18 · Nashikcell 4870002463

distance 0.285 · 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":4900003759}}}'

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.