Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012717

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006343

distance 0.248 · cross-district

#2 · Ahmednagarcell 4660007187

distance 0.304 · cross-district

#3 · Punecell 4900008876

distance 0.306

#4 · Punecell 4900012788

distance 0.315

#5 · Ahmednagarcell 4660008406

distance 0.316 · cross-district

#6 · Sataracell 4940008485

distance 0.32 · cross-district

#7 · Punecell 4900004024

distance 0.322

#8 · Punecell 4900009200

distance 0.323

#9 · Nashikcell 4870001193

distance 0.324 · cross-district

#10 · Punecell 4900003045

distance 0.329

#11 · Sataracell 4940005023

distance 0.331 · cross-district

#12 · Ahmednagarcell 4660003707

distance 0.334 · cross-district

#13 · Punecell 4900008431

distance 0.334

#14 · Sataracell 4940005405

distance 0.335 · cross-district

#15 · Sanglicell 4930006779

distance 0.342 · cross-district

#16 · Punecell 4900011358

distance 0.345

#17 · Ahmednagarcell 4660005770

distance 0.346 · cross-district

#18 · Ahmednagarcell 4660007134

distance 0.356 · 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":4900012717}}}'

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.