Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002311

The MH-36 locality cells most similar to this Hingoli 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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004899

distance 0.332 · cross-district

#2 · Buldhanacell 4720006142

distance 0.333 · cross-district

#3 · Akolacell 4670002191

distance 0.337 · cross-district

#4 · Sataracell 4940002689

distance 0.343 · cross-district

#5 · Ahmednagarcell 4660012983

distance 0.352 · cross-district

#6 · Yavatmalcell 5000002375

distance 0.353 · cross-district

#7 · Hingolicell 4770001165

distance 0.355

#8 · Buldhanacell 4720003495

distance 0.36 · cross-district

#9 · Hingolicell 4770002391

distance 0.363

#10 · Jalgaoncell 4780004962

distance 0.376 · cross-district

#11 · Ahmednagarcell 4660012987

distance 0.376 · cross-district

#12 · Nashikcell 4870010421

distance 0.377 · cross-district

#13 · Dharashivcell 4880005191

distance 0.377 · cross-district

#14 · Hingolicell 4770003025

distance 0.383

#15 · Ahmednagarcell 4660013121

distance 0.384 · cross-district

#16 · Hingolicell 4770001867

distance 0.385

#17 · Washimcell 4990000751

distance 0.385 · cross-district

#18 · Akolacell 4670002587

distance 0.385 · 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":477,"cluster_id":4770002311}}}'

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.