Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006460

The MH-36 locality cells most similar to this Dharashiv 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006423

distance 0.325

#2 · Dharashivcell 4880006444

distance 0.401

#3 · Ahmednagarcell 4660009965

distance 0.422 · cross-district

#4 · Sanglicell 4930003492

distance 0.429 · cross-district

#5 · Ahmednagarcell 4660010296

distance 0.43 · cross-district

#6 · Dhulecell 4740000199

distance 0.431 · cross-district

#7 · Dhulecell 4740002921

distance 0.435 · cross-district

#8 · Nashikcell 4870007962

distance 0.44 · cross-district

#9 · Washimcell 4990001750

distance 0.442 · cross-district

#10 · Dhulecell 4740002430

distance 0.449 · cross-district

#11 · Nashikcell 4870007961

distance 0.452 · cross-district

#12 · Ahmednagarcell 4660009962

distance 0.453 · cross-district

#13 · Dhulecell 4740003165

distance 0.454 · cross-district

#14 · Amravaticell 4680007232

distance 0.458 · cross-district

#15 · Dharashivcell 4880006394

distance 0.467

#16 · Jalgaoncell 4780001315

distance 0.47 · cross-district

#17 · Ahmednagarcell 4660006248

distance 0.472 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007657

distance 0.473 · 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":488,"cluster_id":4880006460}}}'

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.