Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000215

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002535

distance 0.206 · cross-district

#2 · Laturcell 4810005700

distance 0.208 · cross-district

#3 · Laturcell 4810005841

distance 0.232 · cross-district

#4 · Solapurcell 4960000423

distance 0.239 · cross-district

#5 · Laturcell 4810005886

distance 0.241 · cross-district

#6 · Laturcell 4810005860

distance 0.247 · cross-district

#7 · Beedcell 4700004820

distance 0.249 · cross-district

#8 · Laturcell 4810005864

distance 0.249 · cross-district

#9 · Parbhanicell 4890000486

distance 0.252

#10 · Sanglicell 4930003805

distance 0.253 · cross-district

#11 · Ahmednagarcell 4660001316

distance 0.261 · cross-district

#12 · Jalnacell 4790001646

distance 0.262 · cross-district

#13 · Laturcell 4810004220

distance 0.267 · cross-district

#14 · Laturcell 4810000845

distance 0.271 · cross-district

#15 · Dharashivcell 4880002574

distance 0.273 · cross-district

#16 · Dharashivcell 4880005540

distance 0.273 · cross-district

#17 · Ahmednagarcell 4660012823

distance 0.276 · cross-district

#18 · Dharashivcell 4880003821

distance 0.277 · 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":489,"cluster_id":4890000215}}}'

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.