Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000459

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000546

distance 0.199

#2 · Sataracell 4940008045

distance 0.242 · cross-district

#3 · Sataracell 4940007840

distance 0.254 · cross-district

#4 · Punecell 4900000366

distance 0.268

#5 · Sataracell 4940008159

distance 0.273 · cross-district

#6 · Sataracell 4940008241

distance 0.301 · cross-district

#7 · Sataracell 4940007633

distance 0.32 · cross-district

#8 · Sataracell 4940008447

distance 0.324 · cross-district

#9 · Sataracell 4940008267

distance 0.325 · cross-district

#10 · Punecell 4900000301

distance 0.326

#11 · Sataracell 4940007945

distance 0.327 · cross-district

#12 · Sataracell 4940008464

distance 0.332 · cross-district

#13 · Punecell 4900000260

distance 0.333

#14 · Punecell 4900000452

distance 0.336

#15 · Sataracell 4940007341

distance 0.338 · cross-district

#16 · Sataracell 4940008344

distance 0.338 · cross-district

#17 · Punecell 4900012732

distance 0.343

#18 · Sataracell 4940008460

distance 0.343 · 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":4900000459}}}'

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.