Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012221

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010716

distance 0.293

#2 · Punecell 4900009499

distance 0.319

#3 · Ahmednagarcell 4660010843

distance 0.32 · cross-district

#4 · Punecell 4900008843

distance 0.324

#5 · Ahmednagarcell 4660011159

distance 0.349 · cross-district

#6 · Ahmednagarcell 4660004462

distance 0.352 · cross-district

#7 · Punecell 4900011490

distance 0.354

#8 · Ahmednagarcell 4660012593

distance 0.355 · cross-district

#9 · Punecell 4900008175

distance 0.358

#10 · Punecell 4900005894

distance 0.36

#11 · Ahmednagarcell 4660004080

distance 0.362 · cross-district

#12 · Ahmednagarcell 4660012442

distance 0.373 · cross-district

#13 · Punecell 4900005886

distance 0.377

#14 · Ahmednagarcell 4660003729

distance 0.381 · cross-district

#15 · Punecell 4900007941

distance 0.382

#16 · Ahmednagarcell 4660008361

distance 0.384 · cross-district

#17 · Punecell 4900010555

distance 0.387

#18 · Sataracell 4940008061

distance 0.395 · 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":4900012221}}}'

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.