Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002977

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002899

distance 0.262

#2 · Hingolicell 4770002900

distance 0.304

#3 · Hingolicell 4770001331

distance 0.313

#4 · Gondiacell 4760002584

distance 0.362 · cross-district

#5 · Bhandaracell 4710000854

distance 0.374 · cross-district

#6 · Bhandaracell 4710001287

distance 0.377 · cross-district

#7 · Amravaticell 4680006927

distance 0.379 · cross-district

#8 · Akolacell 4670001542

distance 0.379 · cross-district

#9 · Gondiacell 4760001888

distance 0.391 · cross-district

#10 · Bhandaracell 4710003410

distance 0.394 · cross-district

#11 · Jalgaoncell 4780006953

distance 0.399 · cross-district

#12 · Dharashivcell 4880000740

distance 0.401 · cross-district

#13 · Gondiacell 4760002095

distance 0.403 · cross-district

#14 · Gondiacell 4760002368

distance 0.404 · cross-district

#15 · Buldhanacell 4720005635

distance 0.406 · cross-district

#16 · Bhandaracell 4710000891

distance 0.407 · cross-district

#17 · Bhandaracell 4710001850

distance 0.409 · cross-district

#18 · Hingolicell 4770003136

distance 0.414

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":4770002977}}}'

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.