Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000529

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

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007633

distance 0.279 · cross-district

#2 · Punecell 4900000532

distance 0.297

#3 · Punecell 4900000741

distance 0.306

#4 · Punecell 4900000740

distance 0.317

#5 · Sataracell 4940007946

distance 0.335 · cross-district

#6 · Punecell 4900000648

distance 0.341

#7 · Punecell 4900000364

distance 0.345

#8 · Punecell 4900000546

distance 0.352

#9 · Sataracell 4940007955

distance 0.355 · cross-district

#10 · Punecell 4900013300

distance 0.357

#11 · Sataracell 4940006447

distance 0.357 · cross-district

#12 · Sataracell 4940008168

distance 0.36 · cross-district

#13 · Sataracell 4940007736

distance 0.362 · cross-district

#14 · Punecell 4900012730

distance 0.364

#15 · Punecell 4900000982

distance 0.373

#16 · Sataracell 4940008449

distance 0.374 · cross-district

#17 · Punecell 4900002707

distance 0.374

#18 · Punecell 4900000632

distance 0.374

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":4900000529}}}'

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.